Icassp-2026 on 语音/音频论文速递 https://nanless.github.io/audio-paper-digest-blog/categories/icassp-2026/ Recent content in Icassp-2026 on 语音/音频论文速递 Hugo zh-cn Wed, 29 Apr 2026 00:00:00 +0000 3D Mesh Grid Room Impulse Responses Measured with A Linear Microphone Array And Suppression of Frame Reflections https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-3d-mesh-grid-room-impulse-responses-measured-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-3d-mesh-grid-room-impulse-responses-measured-with/ 空间音频 | 8.3/10 A Bayesian Approach to Singing Skill Evaluation Using Semitone Pitch Histogram and MCMC-Based Generated Quantities https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-a-bayesian-approach-to-singing-skill-evaluation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-a-bayesian-approach-to-singing-skill-evaluation/ 音乐理解 | 7.0/10 A Bimodal Approach for 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https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-adaptive-spectral-weighting-in-sagittal-plane/ 声源定位 | 6.5/10 Adaptive Task-Incremental Learning For Underwater Acoustic Recognition Based on Mixture-of-Experts Adapter https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-adaptive-task-incremental-learning-for-underwater/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-adaptive-task-incremental-learning-for-underwater/ 水下声学目标识别 | 7.0/10 Addressing Gradient Misalignment in Data-Augmented Training for Robust Speech Deepfake Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-addressing-gradient-misalignment-in-data/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-addressing-gradient-misalignment-in-data/ 语音伪造检测 | 7.0/10 ADH-VA: Adaptive Directed-Hypergraph Convolution with VA Contrastive Learning for Multimodal Conversational Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-adh-va-adaptive-directed-hypergraph-convolution/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-adh-va-adaptive-directed-hypergraph-convolution/ 语音情感识别 | 7.5/10 Advanced modeling of interlanguage speech intelligibility benefit with L1-L2 multi-task learning using differentiable K-means for accent-robust discrete token-based ASR https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-advanced-modeling-of-interlanguage-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-advanced-modeling-of-interlanguage-speech/ 语音识别 | 7.0/10 Advancing LLM-Based Multi-Channel Multi-Speaker Speech Recognition with Global Cross-Channel Attention and Sentence-Ordered First-In First-Out Serialized Output Training https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-advancing-llm-based-multi-channel-multi-speaker/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-advancing-llm-based-multi-channel-multi-speaker/ 语音识别 | 7.5/10 Advancing Semi-Supervised Child Speech Recognition with Omni-Temporal Classification under Label Noise https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-advancing-semi-supervised-child-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-advancing-semi-supervised-child-speech/ 语音识别 | 7.5/10 Advancing Speech Summarization in Multi-Modal LLMs with Reinforcement Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-advancing-speech-summarization-in-multi-modal/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-advancing-speech-summarization-in-multi-modal/ 音频问答 | 7.0/10 Advancing Speech Understanding in Speech-Aware Language Models with GRPO https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-advancing-speech-understanding-in-speech-aware/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-advancing-speech-understanding-in-speech-aware/ 语音问答 | 7.0/10 Adversarial Defense via Generative Speech Enhancement Module https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-adversarial-defense-via-generative-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-adversarial-defense-via-generative-speech/ 语音增强 对抗防御 | 7.5/10 Adversarial Fine-Tuning on Speech Foundation Model with Vulnerable Attention Consistency Regularization for Robust Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-adversarial-fine-tuning-on-speech-foundation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-adversarial-fine-tuning-on-speech-foundation/ 语音识别 | 7.5/10 Adversarial Rivalry Learning for Music Classification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-adversarial-rivalry-learning-for-music/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-adversarial-rivalry-learning-for-music/ 音乐分类 | 6.5/10 Affect-Jigsaw: Integrating Core and Peripheral Emotions for Harmonious Fine-Grained Multimodal Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-affect-jigsaw-integrating-core-and-peripheral/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-affect-jigsaw-integrating-core-and-peripheral/ 语音情感识别 | 8.0/10 AFT: An Exemplar-Free Class Incremental Learning Method for Environmental Sound Classification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-aft-an-exemplar-free-class-incremental-learning/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-aft-an-exemplar-free-class-incremental-learning/ 音频分类 | 7.0/10 AI-Generated Music Detection in Broadcast Monitoring https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ai-generated-music-detection-in-broadcast/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ai-generated-music-detection-in-broadcast/ 音频深度伪造检测 | 7.0/10 Ailive Mixer: A Deep Learning Based Zero Latency Automatic Music Mixer for Live Music Performances https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ailive-mixer-a-deep-learning-based-zero-latency/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ailive-mixer-a-deep-learning-based-zero-latency/ 音乐混合 | 7.0/10 AISHELL6-Whisper: A Chinese Mandarin Audio-Visual Whisper Speech Dataset with Speech Recognition Baselines https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-aishell6-whisper-a-chinese-mandarin-audio-visual/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-aishell6-whisper-a-chinese-mandarin-audio-visual/ 语音识别 | 8.3/10 Aligning Generative Speech Enhancement with Perceptual Feedback https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-aligning-generative-speech-enhancement-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-aligning-generative-speech-enhancement-with/ 语音增强 | 7.5/10 Aligning Language Models for Lyric-to-Melody Generation with Rule-Based Musical Constraints https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-aligning-language-models-for-lyric-to-melody/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-aligning-language-models-for-lyric-to-melody/ 音乐生成 | 7.5/10 ALMA-Chor: Leveraging Audio-Lyric Alignment with Mamba for Chorus Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-alma-chor-leveraging-audio-lyric-alignment-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-alma-chor-leveraging-audio-lyric-alignment-with/ 音乐信息检索 | 7.0/10 AMBER2: Dual Ambiguity-Aware Emotion Recognition Applied to Speech and Text https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-amber2-dual-ambiguity-aware-emotion-recognition/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-amber2-dual-ambiguity-aware-emotion-recognition/ 语音情感识别 | 8.0/10 AmbiDrop: Array-Agnostic Speech Enhancement Using Ambisonics Encoding and Dropout-Based Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ambidrop-array-agnostic-speech-enhancement-using/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ambidrop-array-agnostic-speech-enhancement-using/ 语音增强 | 7.0/10 AMBISONIC-DML: A Benchmark Dataset for Dynamic Higher-Order Ambisonics Music with Motion-Aligned Stems https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ambisonic-dml-a-benchmark-dataset-for-dynamic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ambisonic-dml-a-benchmark-dataset-for-dynamic/ 数据集 | 7.5/10 An Anomaly-Aware and Audio-Enhanced Dual-Pathway Framework for Alzheimer’s Disease Progression Classification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-an-anomaly-aware-and-audio-enhanced-dual-pathway/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-an-anomaly-aware-and-audio-enhanced-dual-pathway/ 语音生物标志物 | 7.0/10 An Audio-Visual Speech Separation Network with Joint Cross-Attention and Iterative Modeling https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-an-audio-visual-speech-separation-network-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-an-audio-visual-speech-separation-network-with/ 语音分离 | 7.5/10 An Efficient Neural Network for Modeling Human Auditory Neurograms for Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-an-efficient-neural-network-for-modeling-human/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-an-efficient-neural-network-for-modeling-human/ 语音增强 | 7.0/10 An End-to-End Multimodal System for Subtitle Recognition and Chinese-Japanese Translation in Short Dramas https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-an-end-to-end-multimodal-system-for-subtitle/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-an-end-to-end-multimodal-system-for-subtitle/ 多模态模型 | 7.0/10 An Envelope Separation Aided Multi-Task Learning Model for Blind Source Counting and Localization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-an-envelope-separation-aided-multi-task-learning/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-an-envelope-separation-aided-multi-task-learning/ 声源定位 | 6.5/10 An Event-Based Sequence Modeling Approach to Recognizing Non-Triad Chords with Oversegmentation Minimization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-an-event-based-sequence-modeling-approach-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-an-event-based-sequence-modeling-approach-to/ 音乐信息检索 | 7.5/10 An Unsupervised Alignment Feature Fusion System for Spoken Language-Based Dementia Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-an-unsupervised-alignment-feature-fusion-system/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-an-unsupervised-alignment-feature-fusion-system/ 语音生物标志物 | 7.0/10 Aneural Forward Filtering for Speaker-Image Separation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-aneural-forward-filtering-for-speaker-image/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-aneural-forward-filtering-for-speaker-image/ 语音分离 | 7.5/10 AnimalCLAP: Taxonomy-Aware Language-Audio Pretraining for Species Recognition and Trait Inference https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-animalclap-taxonomy-aware-language-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-animalclap-taxonomy-aware-language-audio/ 音频分类 | 8.0/10 AnyAccomp: Generalizable Accompaniment Generation Via Quantized Melodic Bottleneck https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-anyaccomp-generalizable-accompaniment-generation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-anyaccomp-generalizable-accompaniment-generation/ 音乐生成 | 8.0/10 AnyRIR: Robust Non-Intrusive Room Impulse Response Estimation in the Wild https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-anyrir-robust-non-intrusive-room-impulse-response/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-anyrir-robust-non-intrusive-room-impulse-response/ 空间音频 | 7.0/10 APKD: Aligned And Paced Knowledge Distillation Towards Lightweight Heterogeneous Multimodal Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-apkd-aligned-and-paced-knowledge-distillation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-apkd-aligned-and-paced-knowledge-distillation/ 情感识别 | 7.5/10 AQUA-Bench: Beyond finding answers to knowing when there are None in Audio Question Answering https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-aqua-bench-beyond-finding-answers-to-knowing-when/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-aqua-bench-beyond-finding-answers-to-knowing-when/ 音频问答 | 7.0/10 AR-BSNet: Towards Ultra-Low Complexity Autoregressive Target Speaker Extraction With Band-Split Modeling https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ar-bsnet-towards-ultra-low-complexity/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ar-bsnet-towards-ultra-low-complexity/ 语音分离 | 7.0/10 AR&D: A Framework for Retrieving and Describing Concepts for Interpreting AudioLLMs https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ard-a-framework-for-retrieving-and-describing/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ard-a-framework-for-retrieving-and-describing/ 音频大模型 | 6.5/10 Ara-BEST-RQ: Multi Dialectal Arabic SSL https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ara-best-rq-multi-dialectal-arabic-ssl/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ara-best-rq-multi-dialectal-arabic-ssl/ 语音识别 | 6.5/10 Arbitrarily Settable Frame Rate Neural Speech Codec with Content Adaptive Variable Length Segmentation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-arbitrarily-settable-frame-rate-neural-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-arbitrarily-settable-frame-rate-neural-speech/ 音频生成 | 7.0/10 ARCHI-TTS: A Flow-Matching-Based Text-to-Speech Model with Self-Supervised Semantic Aligner and Accelerated Inference https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-archi-tts-a-flow-matching-based-text-to-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-archi-tts-a-flow-matching-based-text-to-speech/ 语音合成 | 8.0/10 Are Modern Speech Enhancement Systems Vulnerable to Adversarial Attacks? https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-are-modern-speech-enhancement-systems-vulnerable/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-are-modern-speech-enhancement-systems-vulnerable/ 语音增强 | 7.5/10 Assessing Identity Leakage in Talking Face Generation: Metrics and Evaluation Framework https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-assessing-identity-leakage-in-talking-face/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-assessing-identity-leakage-in-talking-face/ 说话人脸生成 | 7.5/10 Assessing the Impact of Speaker Identity in Speech Spoofing Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-assessing-the-impact-of-speaker-identity-in/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-assessing-the-impact-of-speaker-identity-in/ 音频深度伪造检测 | 8.0/10 Assessing The Perceptual Impact of Low-Altitude Aircraft Noise in Cities: An Auralization Framework Using Gaussian Beam Tracing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-assessing-the-perceptual-impact-of-low-altitude/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-assessing-the-perceptual-impact-of-low-altitude/ 音频生成 | 8.0/10 Asynchrony-Aware Decoupled Multimodal Control for Cued Speech Video Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-asynchrony-aware-decoupled-multimodal-control-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-asynchrony-aware-decoupled-multimodal-control-for/ 语音合成 | 7.5/10 ATOM: Adaptive Token-Level Optimal Transport Mixup for Speech Translation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-atom-adaptive-token-level-optimal-transport-mixup/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-atom-adaptive-token-level-optimal-transport-mixup/ 语音翻译 | 8.0/10 Atomic Norm Minimization Revisited: Progressive Atom Identification And Refinement https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-atomic-norm-minimization-revisited-progressive/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-atomic-norm-minimization-revisited-progressive/ 声源定位 | 7.5/10 Attention-Based Encoder-Decoder Target-Speaker Voice Activity Detection for Robust Speaker Diarization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-attention-based-encoder-decoder-target-speaker/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-attention-based-encoder-decoder-target-speaker/ 说话人分离 | 8.0/10 Attention-Weighted Centered Kernel Alignment for Knowledge Distillation in Large Audio-Language Models Applied To Speech Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-attention-weighted-centered-kernel-alignment-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-attention-weighted-centered-kernel-alignment-for/ 语音情感识别 | 8.0/10 Attention2Probability: Attention-Driven Terminology Probability Estimation for Robust Speech-to-text System https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-attention2probability-attention-driven/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-attention2probability-attention-driven/ 语音识别 | 7.0/10 Attentive AV-Fusionnet: Audio-Visual Quality Prediction with Hybrid Attention https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-attentive-av-fusionnet-audio-visual-quality/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-attentive-av-fusionnet-audio-visual-quality/ 音视频 | 7.0/10 Attentive Masked Self-Distillation for Respiratory Sound Classification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-attentive-masked-self-distillation-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-attentive-masked-self-distillation-for/ 音频分类 | 7.5/10 Auden-Voice: General-Purpose Voice Encoder for Speech and Language Understanding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-auden-voice-general-purpose-voice-encoder-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-auden-voice-general-purpose-voice-encoder-for/ 语音编码器 | 7.5/10 Audience-Aware Co-speech Gesture Generation in Public Speaking via Anticipation Tokens https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audience-aware-co-speech-gesture-generation-in/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audience-aware-co-speech-gesture-generation-in/ 音频生成 | 8.0/10 Audio Classification Models are Vulnerable to Filter Perturbations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-classification-models-are-vulnerable-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-classification-models-are-vulnerable-to/ 音频分类 | 7.5/10 Audio Deepfake Detection at the First Greeting: "Hi!" https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-deepfake-detection-at-the-first-greeting-hi/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-deepfake-detection-at-the-first-greeting-hi/ 音频深度伪造检测 | 7.5/10 Audio Effect Estimation with DNN-Based Prediction and Search Algorithm https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-effect-estimation-with-dnn-based-prediction/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-effect-estimation-with-dnn-based-prediction/ 音频效果估计 | 7.0/10 Audio-Conditioned Diffusion LLMs for ASR and Deliberation Processing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-conditioned-diffusion-llms-for-asr-and/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-conditioned-diffusion-llms-for-asr-and/ 语音识别 | 7.0/10 Audio-Guided Multimodal Approach for Fine-Grained Alignment and Boundary Modeling in Active Speaker Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-guided-multimodal-approach-for-fine-grained/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-guided-multimodal-approach-for-fine-grained/ 说话人检测 | 7.5/10 Audio-Text Jailbreak Attack on Large Audio-Language Models: Towards Generality and Stealthiness https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-text-jailbreak-attack-on-large-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-text-jailbreak-attack-on-large-audio/ 音频安全 | 7.0/10 Audio-to-Score Jazz Solo Transcription with the Rhythm Perceiver https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-to-score-jazz-solo-transcription-with-the/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-to-score-jazz-solo-transcription-with-the/ 音乐信息检索 | 7.5/10 Audio-Visual Deepfake Generation and Detection: An Exploratory Survey https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-visual-deepfake-generation-and-detection-an/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-visual-deepfake-generation-and-detection-an/ 音频深度伪造检测 | 6.5/10 Audio-Visual Feature Fusion for Calibrating Relevance Scores of Video Moment Retrieval https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-visual-feature-fusion-for-calibrating/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-visual-feature-fusion-for-calibrating/ 视频片段检索 | 7.0/10 AUDIOCARDS: Structured Metadata Improves Audio Language Models for Sound Design https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audiocards-structured-metadata-improves-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audiocards-structured-metadata-improves-audio/ 音频检索 | 7.5/10 AudioFuse: Unified Spectral-Temporal Learning Via A Hybrid VIT-1D CNN Architecture for Phonocardiogram Classification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audiofuse-unified-spectral-temporal-learning-via/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audiofuse-unified-spectral-temporal-learning-via/ 音频分类 | 7.5/10 AudioGen-Omni: A Unified Multimodal Diffusion Transformer for Video-Synchronized Audio, Speech, and Song Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audiogen-omni-a-unified-multimodal-diffusion/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audiogen-omni-a-unified-multimodal-diffusion/ 音频生成 | 7.5/10 AUDIOGENIE-Reasoner: A Training-Free Multi-Agent Framework for Coarse-to-Fine Audio Deep Reasoning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audiogenie-reasoner-a-training-free-multi-agent/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audiogenie-reasoner-a-training-free-multi-agent/ 音频问答 | 7.0/10 Auditory Illusion Benchmark for Large Audio Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-auditory-illusion-benchmark-for-large-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-auditory-illusion-benchmark-for-large-audio/ 模型评估 | 7.0/10 Auditory-Inspired Transformer for Binaural Speech Enhancement and Spatial Cue Preservation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-auditory-inspired-transformer-for-binaural-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-auditory-inspired-transformer-for-binaural-speech/ 语音增强 | 7.0/10 AURA: A Stegaformer-Based Scalable Deep Audio Watermark with Extreme Robustness https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-aura-a-stegaformer-based-scalable-deep-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-aura-a-stegaformer-based-scalable-deep-audio/ 音频水印 | 7.5/10 Auto-MatchCut: An Audio-Visual Retrieval Framework for Seamless Match Cutting https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-auto-matchcut-an-audio-visual-retrieval-framework/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-auto-matchcut-an-audio-visual-retrieval-framework/ 跨模态检索 | 7.0/10 Automated Dysphagia Screening Using Noninvasive Neck Acoustic Sensing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-automated-dysphagia-screening-using-noninvasive/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-automated-dysphagia-screening-using-noninvasive/ 音频分类 | 8.0/10 Automatic Estimation of Speaker Diarization Error Rate Based on Features of Audio Quality and Speaker Discriminability https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-automatic-estimation-of-speaker-diarization-error/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-automatic-estimation-of-speaker-diarization-error/ 说话人分离 | 7.5/10 Automatic Music Mixing Using a Generative Model of Effect Embeddings https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-automatic-music-mixing-using-a-generative-model/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-automatic-music-mixing-using-a-generative-model/ 音乐生成 | 7.5/10 Automatic Music Sample Identification with Multi-Track Contrastive Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-automatic-music-sample-identification-with-multi/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-automatic-music-sample-identification-with-multi/ 音频检索 | 7.5/10 AUV: Teaching Audio Universal Vector Quantization with Single Nested Codebook https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-auv-teaching-audio-universal-vector-quantization/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-auv-teaching-audio-universal-vector-quantization/ 音频生成 | 8.0/10 Auxiliary Multi-Label Training For Improving the Robustness of Audio Deepfake Detection on AI-Processed Data https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-auxiliary-multi-label-training-for-improving-the/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-auxiliary-multi-label-training-for-improving-the/ 音频深度伪造检测 | 6.5/10 AVATAR: Audio-Visual Adaptive Fusion via Trained Agent Reinforcement for Multimodal Deepfake Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-avatar-audio-visual-adaptive-fusion-via-trained/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-avatar-audio-visual-adaptive-fusion-via-trained/ 音频深度伪造检测 | 7.5/10 AVO-65: A Large-Scale Hierarchical Audio-Visual Object Dataset https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-avo-65-a-large-scale-hierarchical-audio-visual/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-avo-65-a-large-scale-hierarchical-audio-visual/ 音视频 | 7.0/10 B-GRPO: Unsupervised Speech Emotion Recognition Based on Batched-Group Relative Policy Optimization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-b-grpo-unsupervised-speech-emotion-recognition/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-b-grpo-unsupervised-speech-emotion-recognition/ 语音情感识别 | 6.5/10 BACHI: Boundary-Aware Symbolic Chord Recognition Through Masked Iterative Decoding on POP and Classical Music https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bachi-boundary-aware-symbolic-chord-recognition/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bachi-boundary-aware-symbolic-chord-recognition/ 音乐信息检索 | 7.5/10 Bayesian Low-Rank Factorization for Robust Model Adaptation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bayesian-low-rank-factorization-for-robust-model/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bayesian-low-rank-factorization-for-robust-model/ 语音识别 | 8.0/10 Bayesian Signal Separation Via Plug-and-Play Diffusion-Within-Gibbs Sampling https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bayesian-signal-separation-via-plug-and-play/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bayesian-signal-separation-via-plug-and-play/ 语音分离 | 7.5/10 BBPE16: UTF-16-Based Byte-Level Byte-Pair Encoding for Improved Multilingual Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bbpe16-utf-16-based-byte-level-byte-pair-encoding/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bbpe16-utf-16-based-byte-level-byte-pair-encoding/ 语音识别 | 7.0/10 Beamforming Using Virtual Microphones for Hearing Aid Applications https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-beamforming-using-virtual-microphones-for-hearing/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-beamforming-using-virtual-microphones-for-hearing/ 语音增强 | 7.5/10 Beat and Downbeat Detection: A Reformulated Approach https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-beat-and-downbeat-detection-a-reformulated/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-beat-and-downbeat-detection-a-reformulated/ 音乐理解 | 7.5/10 BeatMamba: Bidirectional Selective State-Space Modeling for Efficient Beat Tracking https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-beatmamba-bidirectional-selective-state-space/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-beatmamba-bidirectional-selective-state-space/ 音乐信息检索 | 7.5/10 Behind the Scenes: Mechanistic Interpretability of Lora-Adapted Whisper for Speech Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-behind-the-scenes-mechanistic-interpretability-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-behind-the-scenes-mechanistic-interpretability-of/ 语音情感识别 | 7.5/10 Benchmarking Humans And Machines On Complex Multilingual Speech Understanding Tasks https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-benchmarking-humans-and-machines-on-complex/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-benchmarking-humans-and-machines-on-complex/ 音频问答 | 7.5/10 Benchmarking Music Autotagging with MGPHot Expert Annotations vs. Generic Tag Datasets https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-benchmarking-music-autotagging-with-mgphot-expert/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-benchmarking-music-autotagging-with-mgphot-expert/ 音乐信息检索 | 7.5/10 BEST-RQ-based Self-Supervised Learning for Whisper Domain Adaptation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-best-rq-based-self-supervised-learning-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-best-rq-based-self-supervised-learning-for/ 语音识别 | 7.5/10 BEST-STD 2.0: Balanced and Efficient Speech Tokenizer for Spoken Term Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-best-std-20-balanced-and-efficient-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-best-std-20-balanced-and-efficient-speech/ 音频检索 | 7.5/10 Beyond Face Swapping: A Diffusion-Based Digital Human Benchmark for Multimodal Deepfake Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-beyond-face-swapping-a-diffusion-based-digital/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-beyond-face-swapping-a-diffusion-based-digital/ 音频深度伪造检测 | 8.1/10 Beyond Global Emotion: Fine-Grained Emotional Speech Synthesis with Dynamic Word-Level Modulation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-beyond-global-emotion-fine-grained-emotional/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-beyond-global-emotion-fine-grained-emotional/ 语音合成 | 7.5/10 Beyond Mapping: Domain-Invariant Representations via Spectral Embedding of Optimal Transport Plans https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-beyond-mapping-domain-invariant-representations/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-beyond-mapping-domain-invariant-representations/ 领域适应 | 7.5/10 Bimodal Fusion Framework for Dynamic Facial Expression Recognition In-The-Wild https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bimodal-fusion-framework-for-dynamic-facial/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bimodal-fusion-framework-for-dynamic-facial/ 语音情感识别 | 7.0/10 BioSEN: A Bio-Acoustic Signal Enhancement Network for Animal Vocalizations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-biosen-a-bio-acoustic-signal-enhancement-network/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-biosen-a-bio-acoustic-signal-enhancement-network/ 生物声学 | 7.5/10 BiRQ: Bi-Level Self-Labeling Random Quantization for Self-Supervised Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-birq-bi-level-self-labeling-random-quantization/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-birq-bi-level-self-labeling-random-quantization/ 语音识别 | 8.0/10 Bleed No More: Generative Interference Reduction for Musical Recordings https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bleed-no-more-generative-interference-reduction/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bleed-no-more-generative-interference-reduction/ 音乐源分离 | 7.0/10 Bloodroot: When Watermarking Turns Poisonous for Stealthy Backdoor https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bloodroot-when-watermarking-turns-poisonous-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bloodroot-when-watermarking-turns-poisonous-for/ 音频安全 | 7.5/10 Bone-Conduction Guided Multimodal Speech Enhancement with Conditional Diffusion Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bone-conduction-guided-multimodal-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bone-conduction-guided-multimodal-speech/ 语音增强 | 7.5/10 Brainprint-Modulated Target Speaker Extraction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-brainprint-modulated-target-speaker-extraction/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-brainprint-modulated-target-speaker-extraction/ 语音分离 | 8.0/10 Break-the-Beat! Controllable MIDI-to-Drum audio synthesis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-break-the-beat-controllable-midi-to-drum-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-break-the-beat-controllable-midi-to-drum-audio/ 音乐生成 | 7.5/10 BridgeCode: A Dual Speech Representation Paradigm for Autoregressive Zero-Shot Text-to-Speech Synthesis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bridgecode-a-dual-speech-representation-paradigm/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bridgecode-a-dual-speech-representation-paradigm/ 语音合成 | 8.0/10 Bridging the Front-End and Back-End for Robust ASR via Cross-Attention-Based U-Net https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bridging-the-front-end-and-back-end-for-robust/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bridging-the-front-end-and-back-end-for-robust/ 语音识别 | 7.0/10 Bridging the Measurement–Simulation Gap in Room Acoustics with Real2sim Diffusion https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bridging-the-measurementsimulation-gap-in-room/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bridging-the-measurementsimulation-gap-in-room/ 声源定位 | 8.5/10 Bridging the Semantic Gap: Cross-Attentive Fusion for Joint Acoustic-Semantic Speech Quality Assessment https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bridging-the-semantic-gap-cross-attentive-fusion/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bridging-the-semantic-gap-cross-attentive-fusion/ 语音质量评估 | 8.5/10 BSMP-SENet:Band-Split Magnitude-Phase Network for Speech Enhancement https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bsmp-senetband-split-magnitude-phase-network-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-bsmp-senetband-split-magnitude-phase-network-for/ 语音增强 | 7.0/10 CALM: Joint Contextual Acoustic-Linguistic Modeling for Personalization of Multi-Speaker ASR https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-calm-joint-contextual-acoustic-linguistic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-calm-joint-contextual-acoustic-linguistic/ 语音识别 | 7.5/10 CaMoD: Causal-Aware Modality Denoising for Multimodal Dialogue Intent Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-camod-causal-aware-modality-denoising-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-camod-causal-aware-modality-denoising-for/ 多模态对话意图识别 | 7.5/10 Can Hierarchical Cross-Modal Fusion Predict Human Perception of AI Dubbed Content? https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-can-hierarchical-cross-modal-fusion-predict-human/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-can-hierarchical-cross-modal-fusion-predict-human/ 模型评估 | 6.0/10 Can Large Audio Language Models Understand Audio Well? Speech, Scene and Events Understanding Benchmark for LALMs https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-can-large-audio-language-models-understand-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-can-large-audio-language-models-understand-audio/ 基准测试 | 7.0/10 Caption and Audio-Guided Video Representation Learning with Gated Attention for Partially Relevant Video Retrieval https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-caption-and-audio-guided-video-representation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-caption-and-audio-guided-video-representation/ 视频检索 | 7.0/10 Cardiobridge-DM: Bridging Cross-Cohort Heart Sound Synthesis via Rhythm-Aware Semi-Supervised Diffusion https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cardiobridge-dm-bridging-cross-cohort-heart-sound/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cardiobridge-dm-bridging-cross-cohort-heart-sound/ 音频生成 | 7.5/10 CASTELLA: Long Audio Dataset with Captions and Temporal Boundaries https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-castella-long-audio-dataset-with-captions-and/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-castella-long-audio-dataset-with-captions-and/ 音频检索 | 8.5/10 CCST: Cross-Modal and Consistency-Aware Self-Training for Source-Free Unsupervised Domain Adaptation in Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ccst-cross-modal-and-consistency-aware-self/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ccst-cross-modal-and-consistency-aware-self/ 语音识别 | 7.5/10 Chunk-Wise Attention Transducers for Fast and Accurate Streaming Speech-to-Text https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-chunk-wise-attention-transducers-for-fast-and/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-chunk-wise-attention-transducers-for-fast-and/ 语音识别 | 7.5/10 Chunkwise Aligners for Streaming Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-chunkwise-aligners-for-streaming-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-chunkwise-aligners-for-streaming-speech/ 语音识别 | 7.5/10 Class-Aware Permutation-Invariant Signal-to-Distortion Ratio for Semantic Segmentation of Sound Scene with Same-Class Sources https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-class-aware-permutation-invariant-signal-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-class-aware-permutation-invariant-signal-to/ 音频场景理解 | 7.5/10 Clue2Emo: A Brain-Inspired Framework for Open-Vocabulary Multimodal Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-clue2emo-a-brain-inspired-framework-for-open/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-clue2emo-a-brain-inspired-framework-for-open/ 语音情感识别 | 8.5/10 CMSA-Mamba: Hierarchical State Space Modeling for Audio-Based Depression Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cmsa-mamba-hierarchical-state-space-modeling-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cmsa-mamba-hierarchical-state-space-modeling-for/ 语音生物标志物 | 7.0/10 Co-Initialization of Control Filter and Secondary Path via Meta-Learning for Active Noise Control https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-co-initialization-of-control-filter-and-secondary/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-co-initialization-of-control-filter-and-secondary/ 音频安全 | 7.5/10 CodecSlime: Temporal Redundancy Compression of Neural Speech Codec via Dynamic Frame Rate https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-codecslime-temporal-redundancy-compression-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-codecslime-temporal-redundancy-compression-of/ 语音编码 | 7.5/10 CodeSep: Low-Bitrate Codec-Driven Speech Separation with Base-Token Disentanglement and Auxiliary-Token Serial Prediction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-codesep-low-bitrate-codec-driven-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-codesep-low-bitrate-codec-driven-speech/ 语音分离 | 7.5/10 Combining Multi-Order Attention and Multi-Resolution Discriminator for High-Fidelity Neural Vocoder https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-combining-multi-order-attention-and-multi/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-combining-multi-order-attention-and-multi/ 语音合成 | 6.5/10 Combining SSL Speech Features, Contextual Transformers and Mamba Models for Realistic Audio Spoofing Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-combining-ssl-speech-features-contextual/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-combining-ssl-speech-features-contextual/ 音频深度伪造检测 | 7.5/10 Compression meets Sampling: LZ78-SPA for Efficient Symbolic Music Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-compression-meets-sampling-lz78-spa-for-efficient/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-compression-meets-sampling-lz78-spa-for-efficient/ 音乐生成 | 7.5/10 CompSpoof: A Dataset and Joint Learning Framework for Component-Level Audio Anti-Spoofing Countermeasures https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-compspoof-a-dataset-and-joint-learning-framework/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-compspoof-a-dataset-and-joint-learning-framework/ 音频深度伪造检测 | 7.0/10 Condition-Invariant fMRI decoding of speech intelligibility with deep state space model https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-condition-invariant-fmri-decoding-of-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-condition-invariant-fmri-decoding-of-speech/ 神经解码 | 7.0/10 Conditional Diffusion Models for Mental Health-Preserving Voice Conversion https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-conditional-diffusion-models-for-mental-health/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-conditional-diffusion-models-for-mental-health/ 语音转换 | 8.0/10 Confidence-Based Filtering for Speech Dataset Curation with Generative Speech Enhancement Using Discrete Tokens https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-confidence-based-filtering-for-speech-dataset/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-confidence-based-filtering-for-speech-dataset/ 语音增强 | 6.5/10 Confidence-Guided Error Correction for Disordered Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-confidence-guided-error-correction-for-disordered/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-confidence-guided-error-correction-for-disordered/ 语音识别 | 7.5/10 Connecting Layer-Wise Representation of Wavlm with Spectro-Temporal Modulation on Speaker Verification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-connecting-layer-wise-representation-of-wavlm/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-connecting-layer-wise-representation-of-wavlm/ 说话人验证 | 6.0/10 Constraint Optimized Multichannel Mixer-Limiter Design https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-constraint-optimized-multichannel-mixer-limiter/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-constraint-optimized-multichannel-mixer-limiter/ 多通道 | 7.0/10 Constructing Composite Features for Interpretable Music-Tagging https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-constructing-composite-features-for-interpretable/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-constructing-composite-features-for-interpretable/ 音乐信息检索 | 7.5/10 Content Anonymization for Privacy in Long-Form Audio https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-content-anonymization-for-privacy-in-long-form/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-content-anonymization-for-privacy-in-long-form/ 语音匿名化 | 7.5/10 Content Leakage in Librispeech and its Impact on the Privacy Evaluation of Speaker Anonymization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-content-leakage-in-librispeech-and-its-impact-on/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-content-leakage-in-librispeech-and-its-impact-on/ 语音匿名化 | 7.5/10 Content-Preserving Speech Representation Learning Via Adaptive Segment-Level Alignment https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-content-preserving-speech-representation-learning/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-content-preserving-speech-representation-learning/ 语音识别 | 7.5/10 Context-Aware Dynamic Graph Learning for Multimodal Emotion Recognition with Missing Modalities https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-context-aware-dynamic-graph-learning-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-context-aware-dynamic-graph-learning-for/ 语音情感识别 | 8.8/10 Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-contextual-biasing-for-asr-in-speech-llm-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-contextual-biasing-for-asr-in-speech-llm-with/ 语音识别 | 7.0/10 Continuation Method for Feedback Delay Network Modal Decomposition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-continuation-method-for-feedback-delay-network/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-continuation-method-for-feedback-delay-network/ 空间音频 | 6.5/10 Continuous-Token Diffusion for Speaker-Referenced TTS in Multimodal LLMs https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-continuous-token-diffusion-for-speaker-referenced/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-continuous-token-diffusion-for-speaker-referenced/ 语音合成 | 8.0/10 Contrastive Timbre Representations for Musical Instrument And Synthesizer Retrieval https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-contrastive-timbre-representations-for-musical/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-contrastive-timbre-representations-for-musical/ 音频检索 | 7.5/10 Controllable Embedding Transformation for Mood-Guided Music Retrieval https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-controllable-embedding-transformation-for-mood/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-controllable-embedding-transformation-for-mood/ 音乐检索 | 7.5/10 Cooperative Multi-Agent Reinforcement Learning for Adaptive Aggregation in Semi-Supervised Federated Learning with non-IID Data https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cooperative-multi-agent-reinforcement-learning/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cooperative-multi-agent-reinforcement-learning/ 联邦学习 | 7.0/10 CosyAccent: Duration-Controllable Accent Normalization using Source-Synthesis Training Data https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cosyaccent-duration-controllable-accent/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cosyaccent-duration-controllable-accent/ 语音转换 | 7.8/10 Coupling Acoustic Geometry and Visual Semantics for Robust Depth Estimation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-coupling-acoustic-geometry-and-visual-semantics/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-coupling-acoustic-geometry-and-visual-semantics/ 空间音频 | 7.5/10 CoVA: Text-Guided Composed Video Retrieval for Audio-Visual Content https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cova-text-guided-composed-video-retrieval-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cova-text-guided-composed-video-retrieval-for/ 跨模态检索 | 6.5/10 Cross-Architecture Knowledge Distillation of WavLM for Lightweight Speaker Verification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-architecture-knowledge-distillation-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-architecture-knowledge-distillation-of/ 说话人验证 | 8.0/10 Cross-Cultural Bias in Mel-Scale Representations: Evidence and Alternatives from Speech and Music https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-cultural-bias-in-mel-scale-representations/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-cultural-bias-in-mel-scale-representations/ 语音识别 | 7.0/10 Cross-Domain Contrastive Learning with Dynamic Threshold Calibration for Source Speaker Tracing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-domain-contrastive-learning-with-dynamic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-domain-contrastive-learning-with-dynamic/ 说话人验证 | 8.0/10 Cross-Lingual Alzheimer’s Disease Detection with Multimodal LLMs via Speech Cue-Augmented Prompting and Instruction Tuning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-lingual-alzheimers-disease-detection-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-lingual-alzheimers-disease-detection-with/ 语音生物标志物 | 6.5/10 Cross-Lingual F5-TTS: Towards Language-Agnostic Voice Cloning and Speech Synthesis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-lingual-f5-tts-towards-language-agnostic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-lingual-f5-tts-towards-language-agnostic/ 语音克隆 | 7.5/10 Cross-Lingual Interleaving for Speech Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-lingual-interleaving-for-speech-language/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-lingual-interleaving-for-speech-language/ 语音大模型 | 7.5/10 Cross-Modal Bottleneck Fusion for Noise Robust Audio-Visual Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-modal-bottleneck-fusion-for-noise-robust/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-modal-bottleneck-fusion-for-noise-robust/ 语音识别 | 7.5/10 Cross-Modal Knowledge Distillation for Speech Large Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-modal-knowledge-distillation-for-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-modal-knowledge-distillation-for-speech/ 语音大模型 | 7.0/10 CTC-DID: CTC-Based Arabic Dialect Identification for Streaming Applications https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ctc-did-ctc-based-arabic-dialect-identification/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ctc-did-ctc-based-arabic-dialect-identification/ 语音识别 | 6.5/10 Curriculum Learning with Contrastive Loss for Lightweight Speaker Verification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-curriculum-learning-with-contrastive-loss-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-curriculum-learning-with-contrastive-loss-for/ 说话人验证 | 6.5/10 D3PIA: A Discrete Denoising Diffusion Model for Piano Accompaniment Generation from Lead Sheet https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-d3pia-a-discrete-denoising-diffusion-model-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-d3pia-a-discrete-denoising-diffusion-model-for/ 音乐生成 | 7.5/10 DAIEN-TTS: Disentangled Audio Infilling for Environment-Aware Text-to-Speech Synthesis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-daien-tts-disentangled-audio-infilling-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-daien-tts-disentangled-audio-infilling-for/ 语音合成 | 8.0/10 DAMO: A Data-Efficient Multimodal Orchestrator for Temporal Reasoning with Video LLMS https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-damo-a-data-efficient-multimodal-orchestrator-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-damo-a-data-efficient-multimodal-orchestrator-for/ 视频问答 | 7.0/10 DAT-CFTNet: Speech Enhancement for Cochlear Implant Recipients using Attention-based Dual-Path Recurrent Neural Network https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dat-cftnet-speech-enhancement-for-cochlear/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dat-cftnet-speech-enhancement-for-cochlear/ 语音增强 | 7.0/10 DBFT-SD: Weakly Supervised Multimodal Detection of Sensitive Audio-Visual Content https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dbft-sd-weakly-supervised-multimodal-detection-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dbft-sd-weakly-supervised-multimodal-detection-of/ 音频事件检测 | 8.0/10 DDSC: Dynamic Dual-Signal Curriculum for Data-Efficient Acoustic Scene Classification Under Domain Shift https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ddsc-dynamic-dual-signal-curriculum-for-data/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ddsc-dynamic-dual-signal-curriculum-for-data/ 音频场景分类 | 7.0/10 DDSR-Net: Robust Multimodal Sentiment Analysis via Dynamic Modality Reliability Assessment https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ddsr-net-robust-multimodal-sentiment-analysis-via/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ddsr-net-robust-multimodal-sentiment-analysis-via/ 语音情感识别 | 6.5/10 DECAF: Dynamic Envelope Context-Aware Fusion for Speech-Envelope Reconstruction from EEG https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-decaf-dynamic-envelope-context-aware-fusion-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-decaf-dynamic-envelope-context-aware-fusion-for/ 语音增强 | 7.0/10 Decoder-Only Conformer with Modality-Aware Sparse Mixtures of Experts for ASR https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-decoder-only-conformer-with-modality-aware-sparse/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-decoder-only-conformer-with-modality-aware-sparse/ 语音识别 | 7.5/10 Decorrelation-Enhanced Multiband Subband Adaptive Filtering for RIR Tracking in Sound Field Control https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-decorrelation-enhanced-multiband-subband-adaptive/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-decorrelation-enhanced-multiband-subband-adaptive/ 空间音频 | 7.0/10 Deep Dubbing: End-to-End Auto-Audiobook System with Text-to-Timbre and Context-Aware Instruct-TTS https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-deep-dubbing-end-to-end-auto-audiobook-system/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-deep-dubbing-end-to-end-auto-audiobook-system/ 语音合成 | 7.5/10 Deep Learning-Based Joint Optimization of Adaptive Feedback Cancellation and Residual Feedback Suppression for Hearing Aids https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-deep-learning-based-joint-optimization-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-deep-learning-based-joint-optimization-of/ 语音增强 | 8.0/10 Deep Spatial Clue Informed Ambisonic Encoding for Irregular Microphone Arrays https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-deep-spatial-clue-informed-ambisonic-encoding-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-deep-spatial-clue-informed-ambisonic-encoding-for/ 空间音频 | 7.0/10 Deepaq: A Perceptual Audio Quality Metric Based on Foundational Models and Weakly Supervised Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-deepaq-a-perceptual-audio-quality-metric-based-on/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-deepaq-a-perceptual-audio-quality-metric-based-on/ 音频质量评估 | 7.5/10 Denoising Of Stochastic Ray Tracing Room Impulse Responses https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-denoising-of-stochastic-ray-tracing-room-impulse/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-denoising-of-stochastic-ray-tracing-room-impulse/ 空间音频 | 7.5/10 DepthTalk: Few-Shot Talking Head Generation with Depth-Aware 3D Gaussian Field Motion https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-depthtalk-few-shot-talking-head-generation-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-depthtalk-few-shot-talking-head-generation-with/ 说话人生成 | 7.0/10 Detecting and Attributing Synthetic Spanish Speech: The HISPASpoof Dataset https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-detecting-and-attributing-synthetic-spanish/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-detecting-and-attributing-synthetic-spanish/ 语音伪造检测 | 7.5/10 DGSDNet: Dual-Graph Spectral Diffusion Network for Incomplete Multimodal Emotion Recognition in Conversations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dgsdnet-dual-graph-spectral-diffusion-network-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dgsdnet-dual-graph-spectral-diffusion-network-for/ 语音情感识别 | 8.0/10 Diff-vs: Efficient Audio-Aware Diffusion U-Net for Vocals Separation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-diff-vs-efficient-audio-aware-diffusion-u-net-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-diff-vs-efficient-audio-aware-diffusion-u-net-for/ 语音分离 | 7.5/10 Diffemotalk: Audio-Driven Facial Animation with Fine-Grained Emotion Control via Diffusion Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-diffemotalk-audio-driven-facial-animation-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-diffemotalk-audio-driven-facial-animation-with/ 语音情感识别 | 7.5/10 Differentiable Grouped Feedback Delay Networks for Learning Direction and Position-Dependent Late Reverberation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-differentiable-grouped-feedback-delay-networks/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-differentiable-grouped-feedback-delay-networks/ 空间音频 | 7.5/10 Differentiable Pulsetable Synthesis for Wind Instrument Modeling https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-differentiable-pulsetable-synthesis-for-wind/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-differentiable-pulsetable-synthesis-for-wind/ 音乐生成 | 7.5/10 Diffusion Timbre Transfer via Mutual Information Guided Inpainting https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-diffusion-timbre-transfer-via-mutual-information/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-diffusion-timbre-transfer-via-mutual-information/ 音乐生成 | 7.5/10 Direct Preference Optimization For Speech Autoregressive Diffusion Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-direct-preference-optimization-for-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-direct-preference-optimization-for-speech/ 语音合成 | 7.5/10 Direct Simultaneous Translation Activation for Large Audio-Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-direct-simultaneous-translation-activation-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-direct-simultaneous-translation-activation-for/ 语音翻译 | 6.0/10 Direct Transfer of Prosody in Speech-to-speech Translation using Disentangled Speech Tokens https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-direct-transfer-of-prosody-in-speech-to-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-direct-transfer-of-prosody-in-speech-to-speech/ 语音翻译 | 7.5/10 Directly Trained Spiking Neural Networks with Adaptive Phase Coding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-directly-trained-spiking-neural-networks-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-directly-trained-spiking-neural-networks-with/ 音频分类 | 7.0/10 DisContSE: Single-Step Diffusion Speech Enhancement based on Joint Discrete and Continuous Embeddings https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-discontse-single-step-diffusion-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-discontse-single-step-diffusion-speech/ 语音增强 | 8.5/10 Discrete Diffusion for Generative Modeling of Text-Aligned Speech Tokens https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-discrete-diffusion-for-generative-modeling-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-discrete-diffusion-for-generative-modeling-of/ 语音合成 | 7.5/10 Discrete-Continuous Fusion With Adaptive Hierarchical Features For Audio Deepfake Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-discrete-continuous-fusion-with-adaptive/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-discrete-continuous-fusion-with-adaptive/ 音频深度伪造检测 | 8.0/10 Disentangled Authenticity Representation for Partially Deepfake Audio Localization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-disentangled-authenticity-representation-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-disentangled-authenticity-representation-for/ 音频深度伪造检测 | 6.5/10 Disentangling Physiology from Fidelity: Latent-Guided Diffusion Models for Cross-Modal Cardiac Synthesis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-disentangling-physiology-from-fidelity-latent/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-disentangling-physiology-from-fidelity-latent/ 音频生成 | 7.5/10 Dissecting Performance Degradation in Audio Source Separation under Sampling Frequency Mismatch https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dissecting-performance-degradation-in-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dissecting-performance-degradation-in-audio/ 音乐源分离 | 7.5/10 DISSR: Disentangling Speech Representation for Degradation-Prior Guided Cross-Domain Speech Restoration https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dissr-disentangling-speech-representation-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dissr-disentangling-speech-representation-for/ 语音增强 | 7.5/10 Distilling Attention Knowledge for Speaker Verification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-distilling-attention-knowledge-for-speaker/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-distilling-attention-knowledge-for-speaker/ 说话人验证 | 8.0/10 Distributed Multichannel Active Noise Control with Asynchronous Communication https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-distributed-multichannel-active-noise-control/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-distributed-multichannel-active-noise-control/ 信号处理 | 8.0/10 DiTSE: High-Fidelity Generative Speech Enhancement via Latent Diffusion Transformers https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ditse-high-fidelity-generative-speech-enhancement/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ditse-high-fidelity-generative-speech-enhancement/ 语音增强 | 8.5/10 DiTSinger: Scaling Singing Voice Synthesis with Diffusion Transformer and Implicit Alignment https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ditsinger-scaling-singing-voice-synthesis-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ditsinger-scaling-singing-voice-synthesis-with/ 歌唱语音合成 | 7.0/10 Diverse and Few-Step Audio Captioning via Flow Matching https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-diverse-and-few-step-audio-captioning-via-flow/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-diverse-and-few-step-audio-captioning-via-flow/ 音频字幕生成 | 6.5/10 DMP-TTS: Disentangled Multi-Modal Prompting for Controllable Text-to-Speech with Chained Guidance https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dmp-tts-disentangled-multi-modal-prompting-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dmp-tts-disentangled-multi-modal-prompting-for/ 语音合成 | 7.5/10 Do Bias Benchmarks Generalise? Evidence from Voice-Based Evaluation of Gender Bias in Speechllms https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-do-bias-benchmarks-generalise-evidence-from-voice/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-do-bias-benchmarks-generalise-evidence-from-voice/ 模型评估 | 8.0/10 Do Foundational Audio Encoders Understand Music Structure? https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-do-foundational-audio-encoders-understand-music/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-do-foundational-audio-encoders-understand-music/ 音乐信息检索 | 7.0/10 Do Speech LLMs Learn Crossmodal Embedding Spaces? https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-do-speech-llms-learn-crossmodal-embedding-spaces/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-do-speech-llms-learn-crossmodal-embedding-spaces/ 音频检索 | 6.5/10 Do We Need EMA for Diffusion-Based Speech Enhancement? Toward A Magnitude-Preserving Network Architecture https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-do-we-need-ema-for-diffusion-based-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-do-we-need-ema-for-diffusion-based-speech/ 语音增强 | 7.5/10 Do we really need self-attention for streaming automatic speech recognition? https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-do-we-really-need-self-attention-for-streaming/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-do-we-really-need-self-attention-for-streaming/ 语音识别 | 7.5/10 Do You Hear What I Mean? Quantifying the Instruction-Perception GAP in Instruction-Guided Expressive Text-to-Speech Systems https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-do-you-hear-what-i-mean-quantifying-the/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-do-you-hear-what-i-mean-quantifying-the/ 语音合成 | 8.0/10 Does the Pre-Training of an Embedding Influence its Encoding of Age? https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-does-the-pre-training-of-an-embedding-influence/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-does-the-pre-training-of-an-embedding-influence/ 语音生物标志物 | 7.0/10 DOMA: Leveraging Diffusion Language Models with Adaptive Prior for Intent Classification and Slot Filling https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-doma-leveraging-diffusion-language-models-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-doma-leveraging-diffusion-language-models-with/ 语音对话系统 | 8.5/10 Domain Partitioning Meets Parameter-Efficient Fine-Tuning: A Novel Method for Improved Language-Queried Audio Source Separation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-domain-partitioning-meets-parameter-efficient/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-domain-partitioning-meets-parameter-efficient/ 音频分离 | 7.5/10 Domain-Aware Scheduling for ASR Fine-Tuning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-domain-aware-scheduling-for-asr-fine-tuning/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-domain-aware-scheduling-for-asr-fine-tuning/ 语音识别 | 6.5/10 Domain-Invariant Representation Learning of Bird Sounds https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-domain-invariant-representation-learning-of-bird/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-domain-invariant-representation-learning-of-bird/ 生物声学 | 6.5/10 DPO-Regularized Regression for Age Prediction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dpo-regularized-regression-for-age-prediction/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dpo-regularized-regression-for-age-prediction/ 说话人识别 | 7.5/10 DPT-Net: Dual-Path Transformer Network with Hierarchical Fusion for EEG-based Envelope Reconstruction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dpt-net-dual-path-transformer-network-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dpt-net-dual-path-transformer-network-with/ 语音生物标志物 | 7.0/10 DSpAST: Disentangled Representations for Spatial Audio Reasoning with Large Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dspast-disentangled-representations-for-spatial/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dspast-disentangled-representations-for-spatial/ 音频问答 | 8.0/10 DSRMS-TransUnet: A Decentralized Non-Shifted Transunet for Shallow Water Acoustic Source Range Estimation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dsrms-transunet-a-decentralized-non-shifted/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dsrms-transunet-a-decentralized-non-shifted/ 声源定位 | 8.0/10 DSSR: Decoupling Salient and Subtle Representations Under Missing Modalities for Multimodal Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dssr-decoupling-salient-and-subtle/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dssr-decoupling-salient-and-subtle/ 情感识别 | 7.5/10 Dual Contrastive Learning for Semi-Supervised Domain Adaptation in Bi-Modal Depression Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dual-contrastive-learning-for-semi-supervised/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dual-contrastive-learning-for-semi-supervised/ 语音生物标志物 | 7.0/10 Dual Data Scaling for Robust Two-Stage User-Defined Keyword Spotting https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dual-data-scaling-for-robust-two-stage-user/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dual-data-scaling-for-robust-two-stage-user/ 语音活动检测 | 7.5/10 Dual-Perspective Multimodal Sentiment Analysis with MoE Fusion: Representation Learning via Semantic Resonance and Divergence https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dual-perspective-multimodal-sentiment-analysis/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dual-perspective-multimodal-sentiment-analysis/ 多模态情感分析 | 7.0/10 Dual-Strategy-Enhanced Conbimamba for Neural Speaker Diarization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dual-strategy-enhanced-conbimamba-for-neural/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dual-strategy-enhanced-conbimamba-for-neural/ 说话人分离 | 8.0/10 Dynamic Balanced Cross-Modal Attention with Gated Sequence Restoration: Towards Robust Multimodal Sentiment Analysis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dynamic-balanced-cross-modal-attention-with-gated/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dynamic-balanced-cross-modal-attention-with-gated/ 跨模态 | 7.5/10 Dynamic Noise-Aware Multi Lora Framework Towards Real-World Audio Deepfake Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dynamic-noise-aware-multi-lora-framework-towards/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dynamic-noise-aware-multi-lora-framework-towards/ 音频深度伪造检测 | 8.0/10 Dynamic Spectrogram Analysis with Local-Aware Graph Networks for Audio Anti-Spoofing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dynamic-spectrogram-analysis-with-local-aware/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dynamic-spectrogram-analysis-with-local-aware/ 音频深度伪造检测 | 8.5/10 Dynamically Slimmable Speech Enhancement Network with Metric-Guided Training https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dynamically-slimmable-speech-enhancement-network/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dynamically-slimmable-speech-enhancement-network/ 语音增强 | 7.5/10 E2E-AEC: Implementing An End-To-End Neural Network Learning Approach for Acoustic Echo Cancellation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-e2e-aec-implementing-an-end-to-end-neural-network/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-e2e-aec-implementing-an-end-to-end-neural-network/ 语音增强 | 7.5/10 Easy Turn: Integrating Acoustic and Linguistic Modalities for Robust Turn-Taking in Full-Duplex Spoken Dialogue Systems https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-easy-turn-integrating-acoustic-and-linguistic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-easy-turn-integrating-acoustic-and-linguistic/ 语音对话系统 | 7.0/10 ECHO: Frequency-Aware Hierarchical Encoding for Variable-Length Signals https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-echo-frequency-aware-hierarchical-encoding-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-echo-frequency-aware-hierarchical-encoding-for/ 音频分类 | 9.5/10 EchoFake: A Replay-Aware Dataset For Practical Speech Deepfake Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-echofake-a-replay-aware-dataset-for-practical/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-echofake-a-replay-aware-dataset-for-practical/ 音频深度伪造检测 | 8.5/10 EchoRAG: A Two-Stage Framework for Audio-Text Retrieval and Temporal Grounding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-echorag-a-two-stage-framework-for-audio-text/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-echorag-a-two-stage-framework-for-audio-text/ 音频检索 | 7.5/10 ECSA: Dual-Branch Emotion Compensation for Emotion-Consistent Speaker Anonymization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ecsa-dual-branch-emotion-compensation-for-emotion/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ecsa-dual-branch-emotion-compensation-for-emotion/ 语音匿名化 | 8.5/10 EdgeSpot: Efficient and High-Performance Few-Shot Model for Keyword Spotting https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-edgespot-efficient-and-high-performance-few-shot/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-edgespot-efficient-and-high-performance-few-shot/ 语音活动检测 | 7.5/10 EEG and Eye-Tracking Driven Dynamic Target Speaker Extraction with Spontaneous Attention Switching https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-eeg-and-eye-tracking-driven-dynamic-target/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-eeg-and-eye-tracking-driven-dynamic-target/ 语音分离 | 7.0/10 EEND-SAA: Enrollment-Less Main Speaker Voice Activity Detection Using Self-Attention Attractors https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-eend-saa-enrollment-less-main-speaker-voice/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-eend-saa-enrollment-less-main-speaker-voice/ 语音活动检测 | 7.5/10 Efficient Audio-Visual Inference Via Token Clustering And Modality Fusion https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-efficient-audio-visual-inference-via-token/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-efficient-audio-visual-inference-via-token/ 音频问答 | 7.5/10 Efficient Depression Detection from Speech via Language-Independent Prompt-Driven Reprogramming https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-efficient-depression-detection-from-speech-via/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-efficient-depression-detection-from-speech-via/ 语音生物标志物 | 7.5/10 Efficient Solutions for Mitigating Initialization Bias in Unsupervised Self-Adaptive Auditory Attention Decoding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-efficient-solutions-for-mitigating-initialization/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-efficient-solutions-for-mitigating-initialization/ 听觉注意解码 | 8.5/10 EMG-to-Speech with Fewer Channels https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emg-to-speech-with-fewer-channels/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emg-to-speech-with-fewer-channels/ 语音合成 | 7.5/10 Emilia-NV: A Non-Verbal Speech Dataset with Word-Level Annotation for Human-Like Speech Modeling https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emilia-nv-a-non-verbal-speech-dataset-with-word/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emilia-nv-a-non-verbal-speech-dataset-with-word/ 语音识别 | 7.5/10 Emo-TTA: Improving Test-Time Adaptation of Audio-Language Models for Speech Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emo-tta-improving-test-time-adaptation-of-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emo-tta-improving-test-time-adaptation-of-audio/ 语音情感识别 | 7.0/10 EMORL-TTS: Reinforcement Learning for Fine-Grained Emotion Control in LLM-based TTS https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emorl-tts-reinforcement-learning-for-fine-grained/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emorl-tts-reinforcement-learning-for-fine-grained/ 语音合成 | 8.5/10 EmoShift: Lightweight Activation Steering for Enhanced Emotion-Aware Speech Synthesis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emoshift-lightweight-activation-steering-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emoshift-lightweight-activation-steering-for/ 语音合成 | 7.0/10 Emotion-Aligned Generation in Diffusion Text to Speech Models Via Preference-Guided Optimization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emotion-aligned-generation-in-diffusion-text-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emotion-aligned-generation-in-diffusion-text-to/ 语音合成 | 8.0/10 Emotional Damage: Investigating Safety Vulnerabilities of Large Audio-Language Models Under Speaker Emotional Variations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emotional-damage-investigating-safety/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emotional-damage-investigating-safety/ 音频安全 | 7.5/10 Emotional Dimension Control in Language Model-Based Text-To-Speech: Spanning a Broad Spectrum of Human Emotions https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emotional-dimension-control-in-language-model/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emotional-dimension-control-in-language-model/ 语音合成 | 7.5/10 EmoTri-RL: Emotion- and Cause-Aware Reinforcement Learning for Multi-Modal Empathetic Dialogue https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emotri-rl-emotion-and-cause-aware-reinforcement/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-emotri-rl-emotion-and-cause-aware-reinforcement/ 语音情感识别 | 7.0/10 Empowering Multimodal Respiratory Sound Classification with Counterfactual Adversarial Debiasing for Out-of-Distribution Robustness https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-empowering-multimodal-respiratory-sound/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-empowering-multimodal-respiratory-sound/ 音频分类 | 7.0/10 Enabling Multi-Species Bird Classification on Low-Power Bioacoustic Loggers https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enabling-multi-species-bird-classification-on-low/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enabling-multi-species-bird-classification-on-low/ 生物声学 | 8.0/10 Encoding Emotion Through Self-Supervised Eye Movement Reconstruction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-encoding-emotion-through-self-supervised-eye/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-encoding-emotion-through-self-supervised-eye/ 语音情感识别 | 7.5/10 Enhanced Generative Machine Listener https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enhanced-generative-machine-listener/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enhanced-generative-machine-listener/ 音频分类 | 7.0/10 Enhancing Audio Question-Answering Performance Through Log-Likelihood Guided Reward Functions https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enhancing-audio-question-answering-performance/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enhancing-audio-question-answering-performance/ 音频问答 | 8.5/10 Enhancing Automatic Drum Transcription with Online Dynamic Few-Shot Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enhancing-automatic-drum-transcription-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enhancing-automatic-drum-transcription-with/ 音乐信息检索 | 7.0/10 Enhancing Dialogue-Related Speech Tasks with Generated Spoken Dialogues https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enhancing-dialogue-related-speech-tasks-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enhancing-dialogue-related-speech-tasks-with/ 语音对话系统 | 6.5/10 Enhancing Noise Robustness for Neural Speech Codecs Through Resource-Efficient Progressive Quantization Perturbation Simulation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enhancing-noise-robustness-for-neural-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enhancing-noise-robustness-for-neural-speech/ 语音增强 | 7.5/10 Enhancing Speaker Verification with w2v-BERT 2.0 and Knowledge Distillation Guided Structured Pruning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enhancing-speaker-verification-with-w2v-bert-20/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enhancing-speaker-verification-with-w2v-bert-20/ 说话人验证 | 7.5/10 Enhancing Speech Intelligibility Prediction for Hearing Aids with Complementary Speech Foundation Model Representations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enhancing-speech-intelligibility-prediction-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enhancing-speech-intelligibility-prediction-for/ 语音增强 | 7.5/10 Entropy-Guided GRVQ for Ultra-Low Bitrate Neural Speech Codec https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-entropy-guided-grvq-for-ultra-low-bitrate-neural/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-entropy-guided-grvq-for-ultra-low-bitrate-neural/ 语音合成 | 7.5/10 Equipping Large Language Model with Directional Speech Understanding Capabilities https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-equipping-large-language-model-with-directional/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-equipping-large-language-model-with-directional/ 语音识别 语音翻译 | 7.0/10 Erasing Your Voice Before it’s Heard: Training-Free Speaker Unlearning for Zero-Shot Text-to-Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-erasing-your-voice-before-its-heard-training-free/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-erasing-your-voice-before-its-heard-training-free/ 语音合成 | 7.5/10 Estimating Hand-Related Features from Speech Using Machine Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-estimating-hand-related-features-from-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-estimating-hand-related-features-from-speech/ 语音生物标志物 | 5.0/10 Estimating Respiratory Effort from Nocturnal Breathing Sounds for Obstructive Sleep Apnoea Screening https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-estimating-respiratory-effort-from-nocturnal/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-estimating-respiratory-effort-from-nocturnal/ 音频分类 | 6.5/10 Etude: Piano Cover Generation with a Three-Stage Approach — Extract, Structuralize, and Decode https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-etude-piano-cover-generation-with-a-three-stage/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-etude-piano-cover-generation-with-a-three-stage/ 音乐生成 | 7.0/10 EuleroDec: A Complex-Valued RVQ-VAE for Efficient and Robust Audio Coding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-eulerodec-a-complex-valued-rvq-vae-for-efficient/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-eulerodec-a-complex-valued-rvq-vae-for-efficient/ 音频生成 | 8.0/10 Evaluating Bias in Spoken Dialogue LLMs for Real-World Decisions and Recommendations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-evaluating-bias-in-spoken-dialogue-llms-for-real/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-evaluating-bias-in-spoken-dialogue-llms-for-real/ 模型评估 | 7.0/10 Evaluating Compositional Structure in Audio Representations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-evaluating-compositional-structure-in-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-evaluating-compositional-structure-in-audio/ 模型评估 | 7.0/10 Evaluating Disentangled Representations for Controllable Music Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-evaluating-disentangled-representations-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-evaluating-disentangled-representations-for/ 音乐生成 | 7.5/10 Evaluating Emotion Recognition in Spoken Language Models on Emotionally Incongruent Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-evaluating-emotion-recognition-in-spoken-language/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-evaluating-emotion-recognition-in-spoken-language/ 语音情感识别 | 7.5/10 Evaluating High-Resolution Piano Sustain Pedal Depth Estimation with Musically Informed Metrics https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-evaluating-high-resolution-piano-sustain-pedal/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-evaluating-high-resolution-piano-sustain-pedal/ 音乐信息检索 | 8.0/10 Evaluating Pretrained Speech Embedding Systems for Dysarthria Detection Across Heterogenous Datasets https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-evaluating-pretrained-speech-embedding-systems/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-evaluating-pretrained-speech-embedding-systems/ 语音生物标志物 | 7.5/10 Event Classification by Physics-Informed Inpainting for Distributed Multichannel Acoustic Sensor with Partially Degraded Channels https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-event-classification-by-physics-informed/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-event-classification-by-physics-informed/ 音频事件检测 | 8.0/10 Exploring Fine-Tuning Of Large Audio Language Models For Spoken Language Understanding Under Limited Speech Data https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-exploring-fine-tuning-of-large-audio-language/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-exploring-fine-tuning-of-large-audio-language/ 语音理解 | 8.0/10 Exploring How Audio Effects Alter Emotion with Foundation Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-exploring-how-audio-effects-alter-emotion-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-exploring-how-audio-effects-alter-emotion-with/ 音乐理解 | 7.0/10 Exploring Resolution-Wise Shared Attention in Hybrid Mamba-U-Nets for Improved Cross-Corpus Speech Enhancement https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-exploring-resolution-wise-shared-attention-in/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-exploring-resolution-wise-shared-attention-in/ 语音增强 | 8.0/10 Exploring SSL Discrete Tokens for Multilingual Automatic Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-exploring-ssl-discrete-tokens-for-multilingual/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-exploring-ssl-discrete-tokens-for-multilingual/ 语音识别 | 7.5/10 Expressive Voice Conversion with Controllable Emotional Intensity https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-expressive-voice-conversion-with-controllable/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-expressive-voice-conversion-with-controllable/ 语音转换 | 7.5/10 Exterior Sound Field Estimation Based on Physics-Constrained Kernel https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-exterior-sound-field-estimation-based-on-physics/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-exterior-sound-field-estimation-based-on-physics/ 空间音频 | 6.5/10 FAC-FACodec: Controllable Zero-Shot Foreign Accent Conversion with Factorized Speech Codec https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fac-facodec-controllable-zero-shot-foreign-accent/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fac-facodec-controllable-zero-shot-foreign-accent/ 语音转换 | 8.0/10 Face-Voice Association with Inductive Bias for Maximum Class Separation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-face-voice-association-with-inductive-bias-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-face-voice-association-with-inductive-bias-for/ 说话人验证 | 7.0/10 Fake Speech Wild: Detecting Deepfake Speech on Social Media Platform https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fake-speech-wild-detecting-deepfake-speech-on/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fake-speech-wild-detecting-deepfake-speech-on/ 语音伪造检测 | 7.0/10 Fast-ULCNet: A Fast and Ultra Low Complexity Network for Single-Channel Speech Enhancement https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fast-ulcnet-a-fast-and-ultra-low-complexity/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fast-ulcnet-a-fast-and-ultra-low-complexity/ 语音增强 | 7.5/10 FastAV: Efficient Token Pruning for Audio-Visual Large Language Model Inference https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fastav-efficient-token-pruning-for-audio-visual/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fastav-efficient-token-pruning-for-audio-visual/ 音频问答 | 7.0/10 FastEnhancer: Speed-Optimized Streaming Neural Speech Enhancement https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fastenhancer-speed-optimized-streaming-neural/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fastenhancer-speed-optimized-streaming-neural/ 语音增强 | 8.5/10 FD-ARL: Feature Disentanglement with Adversarial-Reconstruction Learning for Cross-Subject Auditory Attention Decoding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fd-arl-feature-disentanglement-with-adversarial/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fd-arl-feature-disentanglement-with-adversarial/ 听觉注意力解码 | 7.5/10 FDCNet: Frequency Domain Channel Attention and Convolution for Lipreading https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fdcnet-frequency-domain-channel-attention-and/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fdcnet-frequency-domain-channel-attention-and/ 视觉语音识别 | 8.5/10 FED-PISA: Federated Voice Cloning Via Personalized Identity-Style Adaptation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fed-pisa-federated-voice-cloning-via-personalized/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fed-pisa-federated-voice-cloning-via-personalized/ 语音克隆 | 8.0/10 Feedback-Driven Retrieval-Augmented Audio Generation with Large Audio Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-feedback-driven-retrieval-augmented-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-feedback-driven-retrieval-augmented-audio/ 音频生成 | 6.5/10 Few-Shot Recognition of Audio Deepfake Generators using Graph-Based Prototype Adaptation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-few-shot-recognition-of-audio-deepfake-generators/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-few-shot-recognition-of-audio-deepfake-generators/ 音频深度伪造检测 | 7.5/10 FIDIC:Fine-Grained Conversational Emotion Recognition via Individual Differences in Inertia and Contagion https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fidicfine-grained-conversational-emotion/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fidicfine-grained-conversational-emotion/ 语音情感识别 | 7.5/10 Fine-Grained Frame Modeling in Multi-Head Self-Attention for Speech Deepfake Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fine-grained-frame-modeling-in-multi-head-self/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fine-grained-frame-modeling-in-multi-head-self/ 语音伪造检测 | 8.0/10 Fine-Tuning Bigvgan-V2 for Robust Musical Tuning Preservation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fine-tuning-bigvgan-v2-for-robust-musical-tuning/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fine-tuning-bigvgan-v2-for-robust-musical-tuning/ 音乐生成 | 7.5/10 Fine-Tuning Large Audio-Language Models with Lora for Precise Temporal Localization of Prolonged Exposure Therapy Elements https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fine-tuning-large-audio-language-models-with-lora/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fine-tuning-large-audio-language-models-with-lora/ 音频事件检测 | 6.5/10 Fine-Tuning Large Multimodal Models for Automatic Pronunciation Assessment https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fine-tuning-large-multimodal-models-for-automatic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fine-tuning-large-multimodal-models-for-automatic/ 语音评估 | 7.0/10 FinHuBERT: Hierarchical Feature Imitating Networks for Low-Resource Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-finhubert-hierarchical-feature-imitating-networks/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-finhubert-hierarchical-feature-imitating-networks/ 语音识别 | 7.5/10 FlashFoley: Fast Interactive Sketch2audio Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-flashfoley-fast-interactive-sketch2audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-flashfoley-fast-interactive-sketch2audio/ 音频生成 | 7.5/10 Flexi-LoRA with Input-Adaptive Ranks: Efficient Finetuning for Speech and Reasoning Tasks https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-flexi-lora-with-input-adaptive-ranks-efficient/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-flexi-lora-with-input-adaptive-ranks-efficient/ 语音识别 | 7.5/10 Flexio: Flexible Single- and Multi-Channel Speech Separation and Enhancement https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-flexio-flexible-single-and-multi-channel-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-flexio-flexible-single-and-multi-channel-speech/ 语音分离 | 8.0/10 FlowSE-GRPO: Training Flow Matching Speech Enhancement via Online Reinforcement Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-flowse-grpo-training-flow-matching-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-flowse-grpo-training-flow-matching-speech/ 语音增强 | 7.5/10 FOCA: Multimodal Malware Classification via Hyperbolic Cross-Attention https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-foca-multimodal-malware-classification-via/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-foca-multimodal-malware-classification-via/ 音频分类 | 7.5/10 FocalCodec-Stream: Streaming Low-Bitrate Speech Coding via Causal Distillation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-focalcodec-stream-streaming-low-bitrate-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-focalcodec-stream-streaming-low-bitrate-speech/ 语音编码 | 8.0/10 FODGE : High-Fidelity Dance Generation via Full-Body Optimization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fodge-high-fidelity-dance-generation-via-full/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fodge-high-fidelity-dance-generation-via-full/ 音频生成 | 6.5/10 FoleyBench: A Benchmark for Video-to-Audio Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-foleybench-a-benchmark-for-video-to-audio-models/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-foleybench-a-benchmark-for-video-to-audio-models/ 音频生成 | 7.5/10 Forward Convolutive Prediction for Frame Online Monaural Speech Dereverberation based on Kronecker Product Decomposition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-forward-convolutive-prediction-for-frame-online/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-forward-convolutive-prediction-for-frame-online/ 语音增强 | 7.5/10 Frame-Stacked Local Transformers for Efficient Multi-Codebook Speech Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-frame-stacked-local-transformers-for-efficient/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-frame-stacked-local-transformers-for-efficient/ 语音合成 | 7.5/10 Frequency-Independent Ambisonics Upscaling Using Deep Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-frequency-independent-ambisonics-upscaling-using/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-frequency-independent-ambisonics-upscaling-using/ 空间音频 | 6.5/10 From Contrast to Commonality: Audio Commonality Captioning for Enhanced Audio-Text Cross-Modal Understanding in Multimodal LLMS https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-from-contrast-to-commonality-audio-commonality/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-from-contrast-to-commonality-audio-commonality/ 音频场景理解 | 7.5/10 From Diet to Free Lunch: Estimating Auxiliary Signal Properties Using Dynamic Pruning Masks in Speech Enhancement Networks https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-from-diet-to-free-lunch-estimating-auxiliary/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-from-diet-to-free-lunch-estimating-auxiliary/ 语音增强 | 7.5/10 From Hallucination to Articulation: Language Model-Driven Losses for Ultra Low-Bitrate Neural Speech Coding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-from-hallucination-to-articulation-language-model/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-from-hallucination-to-articulation-language-model/ 语音合成 | 7.5/10 From Human Speech to Ocean Signals: Transferring Speech Large Models for Underwater Acoustic Target Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-from-human-speech-to-ocean-signals-transferring/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-from-human-speech-to-ocean-signals-transferring/ 水下声学目标识别 | 7.0/10 Frontend Token Enhancement for Token-Based Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-frontend-token-enhancement-for-token-based-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-frontend-token-enhancement-for-token-based-speech/ 语音识别 | 8.0/10 Full Band Denoising of Room Impulse Response in the Wavelet Domain with Dictionary Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-full-band-denoising-of-room-impulse-response-in/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-full-band-denoising-of-room-impulse-response-in/ 房间脉冲响应去噪 | 7.5/10 FUN-SSL: Full-Band Layer Followed by U-Net With Narrow-Band Layers for Multiple Moving Sound Source Localization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fun-ssl-full-band-layer-followed-by-u-net-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fun-ssl-full-band-layer-followed-by-u-net-with/ 声源定位 | 8.0/10 FUSEMOS: Perceptual Evaluation of Text-to-Music Generation with Dual-Encoder Fusion and Ranking-Aware Composite Loss https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fusemos-perceptual-evaluation-of-text-to-music/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fusemos-perceptual-evaluation-of-text-to-music/ 音乐生成 | 7.5/10 Fusion of Multimodal Estimations by Extended State Hidden Markov Model: Application to Fetal Heart Rate Monitoring https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fusion-of-multimodal-estimations-by-extended/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fusion-of-multimodal-estimations-by-extended/ 生物声学 | 7.0/10 FxSearcher: Gradient-Free Text-Driven Audio Transformation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fxsearcher-gradient-free-text-driven-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fxsearcher-gradient-free-text-driven-audio/ 音频生成 | 7.0/10 Game-Time: Evaluating Temporal Dynamics in Spoken Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-game-time-evaluating-temporal-dynamics-in-spoken/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-game-time-evaluating-temporal-dynamics-in-spoken/ 语音对话系统 | 7.5/10 Gdiffuse: Diffusion-Based Speech Enhancement with Noise Model Guidance https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-gdiffuse-diffusion-based-speech-enhancement-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-gdiffuse-diffusion-based-speech-enhancement-with/ 语音增强 | 7.0/10 Gelina: Unified Speech and Gesture Synthesis Via Interleaved Token Prediction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-gelina-unified-speech-and-gesture-synthesis-via/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-gelina-unified-speech-and-gesture-synthesis-via/ 语音合成 | 7.0/10 Gen-SER: When the Generative Model Meets Speech Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-gen-ser-when-the-generative-model-meets-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-gen-ser-when-the-generative-model-meets-speech/ 语音情感识别 | 6.5/10 Generalizability of Predictive and Generative Speech Enhancement Models to Pathological Speakers https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-generalizability-of-predictive-and-generative/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-generalizability-of-predictive-and-generative/ 语音增强 | 7.0/10 Generating Localized Audible Zones Using a Single-Channel Parametric Loudspeaker https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-generating-localized-audible-zones-using-a-single/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-generating-localized-audible-zones-using-a-single/ 空间音频 | 6.5/10 Generating Moving 3d Soundscapes with Latent Diffusion Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-generating-moving-3d-soundscapes-with-latent/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-generating-moving-3d-soundscapes-with-latent/ 空间音频 | 7.5/10 Generative Audio Extension and Morphing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-generative-audio-extension-and-morphing/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-generative-audio-extension-and-morphing/ 音频生成 | 7.5/10 GLA-GRAD++: An Improved Griffin-Lim Guided Diffusion Model for Speech Synthesis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-gla-grad-an-improved-griffin-lim-guided-diffusion/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-gla-grad-an-improved-griffin-lim-guided-diffusion/ 语音合成 | 7.5/10 GLAP: General Contrastive Audio-Text Pretraining Across Domains and Languages https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-glap-general-contrastive-audio-text-pretraining/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-glap-general-contrastive-audio-text-pretraining/ 音频检索 | 8.5/10 GLoRIA: Gated Low-Rank Interpretable Adaptation for Dialectal ASR https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-gloria-gated-low-rank-interpretable-adaptation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-gloria-gated-low-rank-interpretable-adaptation/ 语音识别 | 8.0/10 GLUE: Gradient-free Learning to Unify Experts https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-glue-gradient-free-learning-to-unify-experts/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-glue-gradient-free-learning-to-unify-experts/ 迁移学习 | 6.5/10 GMS-CAVP: Improving Audio-Video Correspondence with Multi-Scale Constrative and Generative Pretraining https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-gms-cavp-improving-audio-video-correspondence/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-gms-cavp-improving-audio-video-correspondence/ 音频生成 | 7.5/10 Graph-Based Emotion Consensus Perception Learning for Multimodal Emotion Recognition in Conversation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-graph-based-emotion-consensus-perception-learning/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-graph-based-emotion-consensus-perception-learning/ 多模态情感识别 | 7.5/10 Graph-based Modality Alignment for Robustness in Conversational Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-graph-based-modality-alignment-for-robustness-in/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-graph-based-modality-alignment-for-robustness-in/ 语音情感识别 | 8.0/10 Graph-Biased EEG Transformers for Silent Speech Decoding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-graph-biased-eeg-transformers-for-silent-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-graph-biased-eeg-transformers-for-silent-speech/ 语音生物标志物 | 6.5/10 Grey-Box Prompt Tuning With Graph Alignment for Speech-Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-grey-box-prompt-tuning-with-graph-alignment-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-grey-box-prompt-tuning-with-graph-alignment-for/ 语音识别 | 8.0/10 GRNet: Graph Reconstruction Network for Robust Multimodal Sentiment Analysis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-grnet-graph-reconstruction-network-for-robust/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-grnet-graph-reconstruction-network-for-robust/ 多模态情感分析 | 7.5/10 Group Relative Policy Optimization for Text-to-Speech with Large Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-group-relative-policy-optimization-for-text-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-group-relative-policy-optimization-for-text-to/ 语音合成 | 8.0/10 Group-Sparse Gaussian Process Regression for Inhomogeneous Sound Field Estimation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-group-sparse-gaussian-process-regression-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-group-sparse-gaussian-process-regression-for/ 声场估计 | 7.5/10 H-nnPBFDAF: Hierarchical Neural Network Partitioned Block Frequency Domain Adaptive Filter with Novel Block Activation Probability https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-h-nnpbfdaf-hierarchical-neural-network/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-h-nnpbfdaf-hierarchical-neural-network/ 语音增强 | 7.5/10 Hair Noise Analysis and Mitigation for Smart Glasses Audio Captures https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hair-noise-analysis-and-mitigation-for-smart/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hair-noise-analysis-and-mitigation-for-smart/ 语音增强 | 7.5/10 Hanui: Harnessing Distributional Discrepancies for Singing Voice Deepfake Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hanui-harnessing-distributional-discrepancies-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hanui-harnessing-distributional-discrepancies-for/ 音频深度伪造检测 | 8.0/10 HarmoNet: Music Grounding by Short Video via Harmonic Resample and Dynamic Sparse Alignment https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-harmonet-music-grounding-by-short-video-via/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-harmonet-music-grounding-by-short-video-via/ 音乐检索 | 7.0/10 Hashing-Baseline: Rethinking Hashing in the Age of Pretrained Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hashing-baseline-rethinking-hashing-in-the-age-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hashing-baseline-rethinking-hashing-in-the-age-of/ 音频检索 音频分类 | 8.0/10 HAVT-IVD: Heterogeneity-Aware Cross-Modal Network for Audio-Visual Surveillance: Idling Vehicles Detection with Multichannel Audio and Multiscale Visual Cues https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-havt-ivd-heterogeneity-aware-cross-modal-network/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-havt-ivd-heterogeneity-aware-cross-modal-network/ 音频事件检测 | 8.0/10 HCGAN: Harmonic-Coupled Generative Adversarial Network for Speech Super-Resolution in Low-Bandwidth Scenarios https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hcgan-harmonic-coupled-generative-adversarial/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hcgan-harmonic-coupled-generative-adversarial/ 语音增强 | 8.0/10 HD-PPT: Hierarchical Decoding of Content- and Prompt-Preference Tokens for Instruction-Based TTS https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hd-ppt-hierarchical-decoding-of-content-and/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hd-ppt-hierarchical-decoding-of-content-and/ 语音合成 | 8.0/10 HergNet: A Fast Neural Surrogate Model for Sound Field Predictions Via Superposition of Plane Waves https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hergnet-a-fast-neural-surrogate-model-for-sound/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hergnet-a-fast-neural-surrogate-model-for-sound/ 空间音频 | 7.0/10 HFSQVAE: Hierarchical Vector Quantization with Residuals for Frequency-Specific Embedding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hfsqvae-hierarchical-vector-quantization-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hfsqvae-hierarchical-vector-quantization-with/ 音频生成 | 7.0/10 Hierarchical Activity Recognition and Captioning from Long-Form Audio https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hierarchical-activity-recognition-and-captioning/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hierarchical-activity-recognition-and-captioning/ 音频事件检测 | 7.5/10 Hierarchical Discrete Flow Matching For Multi-Codebook Codec-Based Text-To-Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hierarchical-discrete-flow-matching-for-multi/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hierarchical-discrete-flow-matching-for-multi/ 语音合成 | 7.5/10 Hierarchical Tokenization of Multimodal Music Data for Generative Music Retrieval https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hierarchical-tokenization-of-multimodal-music/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hierarchical-tokenization-of-multimodal-music/ 音乐检索 | 7.0/10 HiFi-HARP: A High-Fidelity 7th-Order Ambisonic Room Impulse Response Dataset https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hifi-harp-a-high-fidelity-7th-order-ambisonic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hifi-harp-a-high-fidelity-7th-order-ambisonic/ 数据集 | 7.5/10 High-Fidelity Speech Enhancement Via Discrete Audio Tokens https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-high-fidelity-speech-enhancement-via-discrete/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-high-fidelity-speech-enhancement-via-discrete/ 语音增强 | 7.5/10 How Far Do SSL Speech Models Listen for Tone? Temporal Focus of Tone Representation under Low-Resource Transfer https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-how-far-do-ssl-speech-models-listen-for-tone/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-how-far-do-ssl-speech-models-listen-for-tone/ 语音识别 | 6.5/10 How to Label Resynthesized Audio: The Dual Role of Neural Audio Codecs in Audio Deepfake Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-how-to-label-resynthesized-audio-the-dual-role-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-how-to-label-resynthesized-audio-the-dual-role-of/ 音频深度伪造检测 | 7.5/10 HVAC-EAR: Eavesdropping Human Speech Using HVAC Systems https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hvac-ear-eavesdropping-human-speech-using-hvac/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hvac-ear-eavesdropping-human-speech-using-hvac/ 音频安全 | 8.5/10 Hybrid Pruning: In-Situ Compression of Self-Supervised Speech Models for Speaker Verification and Anti-Spoofing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hybrid-pruning-in-situ-compression-of-self/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hybrid-pruning-in-situ-compression-of-self/ 说话人验证 | 8.0/10 HyFlowSE: Hybrid End-To-End Flow-Matching Speech Enhancement via Generative-Discriminative Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hyflowse-hybrid-end-to-end-flow-matching-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hyflowse-hybrid-end-to-end-flow-matching-speech/ 语音增强 | 8.0/10 I-DCCRN-VAE: An Improved Deep Representation Learning Framework for Complex VAE-Based Single-Channel Speech Enhancement https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-i-dccrn-vae-an-improved-deep-representation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-i-dccrn-vae-an-improved-deep-representation/ 语音增强 | 7.5/10 IBPCodec : A Low-Bitrate Lightweight Speech Codec With Inter-Band Prediction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ibpcodec-a-low-bitrate-lightweight-speech-codec/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ibpcodec-a-low-bitrate-lightweight-speech-codec/ 语音编码 | 7.0/10 ICASSP 2026 - 主动噪声控制 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-000/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-000/ 共 1 篇 ICASSP 2026 主动噪声控制 方向论文 ICASSP 2026 - 主动降噪 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-001/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-001/ 共 1 篇 ICASSP 2026 主动降噪 方向论文 ICASSP 2026 - 主题建模 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-002/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-002/ 共 1 篇 ICASSP 2026 主题建模 方向论文 ICASSP 2026 - 信号处理 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-003/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-003/ 共 2 篇 ICASSP 2026 信号处理 方向论文 ICASSP 2026 - 关键词检测 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-004/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-004/ 共 2 篇 ICASSP 2026 关键词检测 方向论文 ICASSP 2026 - 医疗AI 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-005/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-005/ 共 1 篇 ICASSP 2026 医疗AI 方向论文 ICASSP 2026 - 听觉注意力解码 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-006/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-006/ 共 2 篇 ICASSP 2026 听觉注意力解码 方向论文 ICASSP 2026 - 听觉注意解码 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-007/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-007/ 共 1 篇 ICASSP 2026 听觉注意解码 方向论文 ICASSP 2026 - 噪声控制 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-008/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-008/ 共 1 篇 ICASSP 2026 噪声控制 方向论文 ICASSP 2026 - 回声消除 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-009/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-009/ 共 1 篇 ICASSP 2026 回声消除 方向论文 ICASSP 2026 - 基准测试 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-010/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-010/ 共 5 篇 ICASSP 2026 基准测试 方向论文 ICASSP 2026 - 基频估计 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-011/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-011/ 共 1 篇 ICASSP 2026 基频估计 方向论文 ICASSP 2026 - 声场估计 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-012/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-012/ 共 1 篇 ICASSP 2026 声场估计 方向论文 ICASSP 2026 - 声学建模 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-013/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-013/ 共 1 篇 ICASSP 2026 声学建模 方向论文 ICASSP 2026 - 声源定位 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-014/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-014/ 共 15 篇 ICASSP 2026 声源定位 方向论文 ICASSP 2026 - 多模态学习 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-015/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-015/ 共 1 篇 ICASSP 2026 多模态学习 方向论文 ICASSP 2026 - 多模态对话意图识别 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-016/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-016/ 共 1 篇 ICASSP 2026 多模态对话意图识别 方向论文 ICASSP 2026 - 多模态情感分析 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-017/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-017/ 共 2 篇 ICASSP 2026 多模态情感分析 方向论文 ICASSP 2026 - 多模态情感识别 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-018/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-018/ 共 2 篇 ICASSP 2026 多模态情感识别 方向论文 ICASSP 2026 - 多模态模型 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-019/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-019/ 共 6 篇 ICASSP 2026 多模态模型 方向论文 ICASSP 2026 - 多通道 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-020/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-020/ 共 1 篇 ICASSP 2026 多通道 方向论文 ICASSP 2026 - 多音高估计 #音符跟踪 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-021/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-021/ 共 1 篇 ICASSP 2026 多音高估计 #音符跟踪 方向论文 ICASSP 2026 - 实体消歧 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-022/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-022/ 共 1 篇 ICASSP 2026 实体消歧 方向论文 ICASSP 2026 - 实时处理 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-023/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-023/ 共 1 篇 ICASSP 2026 实时处理 方向论文 ICASSP 2026 - 对抗样本 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-024/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-024/ 共 1 篇 ICASSP 2026 对抗样本 方向论文 ICASSP 2026 - 异常声音检测 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-025/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-025/ 共 1 篇 ICASSP 2026 异常声音检测 方向论文 ICASSP 2026 - 情感分析 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-026/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-026/ 共 3 篇 ICASSP 2026 情感分析 方向论文 ICASSP 2026 - 情感识别 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-027/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-027/ 共 2 篇 ICASSP 2026 情感识别 方向论文 ICASSP 2026 - 房间脉冲响应 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-028/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-028/ 共 1 篇 ICASSP 2026 房间脉冲响应 方向论文 ICASSP 2026 - 房间脉冲响应去噪 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-029/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-029/ 共 1 篇 ICASSP 2026 房间脉冲响应去噪 方向论文 ICASSP 2026 - 数据集 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-030/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-030/ 共 3 篇 ICASSP 2026 数据集 方向论文 ICASSP 2026 - 数据集对齐 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-031/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-031/ 共 1 篇 ICASSP 2026 数据集对齐 方向论文 ICASSP 2026 - 槽填充 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-032/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-032/ 共 1 篇 ICASSP 2026 槽填充 方向论文 ICASSP 2026 - 模型评估 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-033/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-033/ 共 16 篇 ICASSP 2026 模型评估 方向论文 ICASSP 2026 - 歌唱旋律提取 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-034/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-034/ 共 1 篇 ICASSP 2026 歌唱旋律提取 方向论文 ICASSP 2026 - 歌唱语音合成 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-035/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-035/ 共 5 篇 ICASSP 2026 歌唱语音合成 方向论文 ICASSP 2026 - 歌唱语音转录 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-036/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-036/ 共 1 篇 ICASSP 2026 歌唱语音转录 方向论文 ICASSP 2026 - 歌唱语音转换 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-037/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-037/ 共 3 篇 ICASSP 2026 歌唱语音转换 方向论文 ICASSP 2026 - 水下声学目标识别 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-038/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-038/ 共 2 篇 ICASSP 2026 水下声学目标识别 方向论文 ICASSP 2026 - 生物声学 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-039/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-039/ 共 12 篇 ICASSP 2026 生物声学 方向论文 ICASSP 2026 - 目标说话人提取 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-040/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-040/ 共 1 篇 ICASSP 2026 目标说话人提取 方向论文 ICASSP 2026 - 神经解码 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-041/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-041/ 共 1 篇 ICASSP 2026 神经解码 方向论文 ICASSP 2026 - 空间音频 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-042/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-042/ 共 31 篇 ICASSP 2026 空间音频 方向论文 ICASSP 2026 - 联邦学习 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-043/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-043/ 共 1 篇 ICASSP 2026 联邦学习 方向论文 ICASSP 2026 - 脑信号编码 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-044/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-044/ 共 1 篇 ICASSP 2026 脑信号编码 方向论文 ICASSP 2026 - 脑机接口 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-045/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-045/ 共 1 篇 ICASSP 2026 脑机接口 方向论文 ICASSP 2026 - 舞蹈生成 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-046/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-046/ 共 1 篇 ICASSP 2026 舞蹈生成 方向论文 ICASSP 2026 - 视觉语音识别 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-047/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-047/ 共 2 篇 ICASSP 2026 视觉语音识别 方向论文 ICASSP 2026 - 视频到音频生成 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-048/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-048/ 共 1 篇 ICASSP 2026 视频到音频生成 方向论文 ICASSP 2026 - 视频检索 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-049/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-049/ 共 1 篇 ICASSP 2026 视频检索 方向论文 ICASSP 2026 - 视频片段检索 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-050/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-050/ 共 1 篇 ICASSP 2026 视频片段检索 方向论文 ICASSP 2026 - 视频理解 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-051/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-051/ 共 1 篇 ICASSP 2026 视频理解 方向论文 ICASSP 2026 - 视频生成 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-052/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-052/ 共 2 篇 ICASSP 2026 视频生成 方向论文 ICASSP 2026 - 视频设备识别 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-053/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-053/ 共 1 篇 ICASSP 2026 视频设备识别 方向论文 ICASSP 2026 - 视频问答 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-054/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-054/ 共 1 篇 ICASSP 2026 视频问答 方向论文 ICASSP 2026 - 视频高光检测 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-055/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-055/ 共 1 篇 ICASSP 2026 视频高光检测 方向论文 ICASSP 2026 - 语音伪造检测 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-056/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-056/ 共 8 篇 ICASSP 2026 语音伪造检测 方向论文 ICASSP 2026 - 语音克隆 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-057/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-057/ 共 4 篇 ICASSP 2026 语音克隆 方向论文 ICASSP 2026 - 语音分离 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-058/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-058/ 共 25 篇 ICASSP 2026 语音分离 方向论文 ICASSP 2026 - 语音匿名化 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-059/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-059/ 共 10 篇 ICASSP 2026 语音匿名化 方向论文 ICASSP 2026 - 语音发现 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-060/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-060/ 共 1 篇 ICASSP 2026 语音发现 方向论文 ICASSP 2026 - 语音合成 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-061/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-061/ 共 63 篇 ICASSP 2026 语音合成 方向论文 ICASSP 2026 - 语音增强 #对抗防御 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-063/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-063/ 共 1 篇 ICASSP 2026 语音增强 #对抗防御 方向论文 ICASSP 2026 - 语音增强 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-062/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-062/ 共 75 篇 ICASSP 2026 语音增强 方向论文 ICASSP 2026 - 语音大模型 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-064/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-064/ 共 3 篇 ICASSP 2026 语音大模型 方向论文 ICASSP 2026 - 语音对话系统 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-065/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-065/ 共 10 篇 ICASSP 2026 语音对话系统 方向论文 ICASSP 2026 - 语音情感识别 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-066/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-066/ 共 49 篇 ICASSP 2026 语音情感识别 方向论文 ICASSP 2026 - 语音摘要 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-067/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-067/ 共 1 篇 ICASSP 2026 语音摘要 方向论文 ICASSP 2026 - 语音活动检测 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-068/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-068/ 共 5 篇 ICASSP 2026 语音活动检测 方向论文 ICASSP 2026 - 语音理解 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-069/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-069/ 共 2 篇 ICASSP 2026 语音理解 方向论文 ICASSP 2026 - 语音生成 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-070/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-070/ 共 1 篇 ICASSP 2026 语音生成 方向论文 ICASSP 2026 - 语音生物标志物 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-071/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-071/ 共 24 篇 ICASSP 2026 语音生物标志物 方向论文 ICASSP 2026 - 语音编码 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-072/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-072/ 共 5 篇 ICASSP 2026 语音编码 方向论文 ICASSP 2026 - 语音编码器 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-073/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-073/ 共 1 篇 ICASSP 2026 语音编码器 方向论文 ICASSP 2026 - 语音翻译 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-074/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-074/ 共 8 篇 ICASSP 2026 语音翻译 方向论文 ICASSP 2026 - 语音表示学习 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-075/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-075/ 共 1 篇 ICASSP 2026 语音表示学习 方向论文 ICASSP 2026 - 语音解码 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-076/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-076/ 共 1 篇 ICASSP 2026 语音解码 方向论文 ICASSP 2026 - 语音评估 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-077/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-077/ 共 5 篇 ICASSP 2026 语音评估 方向论文 ICASSP 2026 - 语音识别 #语音合成 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-079/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-079/ 共 1 篇 ICASSP 2026 语音识别 #语音合成 方向论文 ICASSP 2026 - 语音识别 #语音翻译 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-080/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-080/ 共 3 篇 ICASSP 2026 语音识别 #语音翻译 方向论文 ICASSP 2026 - 语音识别 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-078/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-078/ 共 102 篇 ICASSP 2026 语音识别 方向论文 ICASSP 2026 - 语音质量评估 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-081/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-081/ 共 8 篇 ICASSP 2026 语音质量评估 方向论文 ICASSP 2026 - 语音转换 #语音增强 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-083/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-083/ 共 1 篇 ICASSP 2026 语音转换 #语音增强 方向论文 ICASSP 2026 - 语音转换 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-082/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-082/ 共 9 篇 ICASSP 2026 语音转换 方向论文 ICASSP 2026 - 语音问答 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-084/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-084/ 共 3 篇 ICASSP 2026 语音问答 方向论文 ICASSP 2026 - 语音驱动动作生成 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-085/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-085/ 共 1 篇 ICASSP 2026 语音驱动动作生成 方向论文 ICASSP 2026 - 说话人分离 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-086/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-086/ 共 9 篇 ICASSP 2026 说话人分离 方向论文 ICASSP 2026 - 说话人合成 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-087/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-087/ 共 1 篇 ICASSP 2026 说话人合成 方向论文 ICASSP 2026 - 说话人日志 #语音分离 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-089/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-089/ 共 1 篇 ICASSP 2026 说话人日志 #语音分离 方向论文 ICASSP 2026 - 说话人日志 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-088/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-088/ 共 2 篇 ICASSP 2026 说话人日志 方向论文 ICASSP 2026 - 说话人检测 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-090/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-090/ 共 1 篇 ICASSP 2026 说话人检测 方向论文 ICASSP 2026 - 说话人生成 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-091/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-091/ 共 1 篇 ICASSP 2026 说话人生成 方向论文 ICASSP 2026 - 说话人脸生成 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-092/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-092/ 共 1 篇 ICASSP 2026 说话人脸生成 方向论文 ICASSP 2026 - 说话人识别 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-093/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-093/ 共 1 篇 ICASSP 2026 说话人识别 方向论文 ICASSP 2026 - 说话人验证 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-094/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-094/ 共 10 篇 ICASSP 2026 说话人验证 方向论文 ICASSP 2026 - 课堂阶段分割 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-095/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-095/ 共 1 篇 ICASSP 2026 课堂阶段分割 方向论文 ICASSP 2026 - 跨模态 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-096/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-096/ 共 2 篇 ICASSP 2026 跨模态 方向论文 ICASSP 2026 - 跨模态检索 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-097/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-097/ 共 2 篇 ICASSP 2026 跨模态检索 方向论文 ICASSP 2026 - 轻度认知障碍检测 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-098/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-098/ 共 1 篇 ICASSP 2026 轻度认知障碍检测 方向论文 ICASSP 2026 - 迁移学习 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-099/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-099/ 共 1 篇 ICASSP 2026 迁移学习 方向论文 ICASSP 2026 - 零样本关键词检测 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-100/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-100/ 共 1 篇 ICASSP 2026 零样本关键词检测 方向论文 ICASSP 2026 - 音乐信息检索 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-101/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-101/ 共 26 篇 ICASSP 2026 音乐信息检索 方向论文 ICASSP 2026 - 音乐分离 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-102/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-102/ 共 1 篇 ICASSP 2026 音乐分离 方向论文 ICASSP 2026 - 音乐分类 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-103/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-103/ 共 1 篇 ICASSP 2026 音乐分类 方向论文 ICASSP 2026 - 音乐推荐 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-104/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-104/ 共 1 篇 ICASSP 2026 音乐推荐 方向论文 ICASSP 2026 - 音乐检索 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-105/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-105/ 共 3 篇 ICASSP 2026 音乐检索 方向论文 ICASSP 2026 - 音乐混合 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-106/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-106/ 共 1 篇 ICASSP 2026 音乐混合 方向论文 ICASSP 2026 - 音乐源分离 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-107/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-107/ 共 2 篇 ICASSP 2026 音乐源分离 方向论文 ICASSP 2026 - 音乐源提取 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-108/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-108/ 共 1 篇 ICASSP 2026 音乐源提取 方向论文 ICASSP 2026 - 音乐理解 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-109/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-109/ 共 11 篇 ICASSP 2026 音乐理解 方向论文 ICASSP 2026 - 音乐生成 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-110/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-110/ 共 31 篇 ICASSP 2026 音乐生成 方向论文 ICASSP 2026 - 音乐转录 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-111/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-111/ 共 1 篇 ICASSP 2026 音乐转录 方向论文 ICASSP 2026 - 音视频 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-112/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-112/ 共 6 篇 ICASSP 2026 音视频 方向论文 ICASSP 2026 - 音视频实例分割 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-113/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-113/ 共 1 篇 ICASSP 2026 音视频实例分割 方向论文 ICASSP 2026 - 音频事件检测 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-114/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-114/ 共 21 篇 ICASSP 2026 音频事件检测 方向论文 ICASSP 2026 - 音频信号处理 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-115/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-115/ 共 1 篇 ICASSP 2026 音频信号处理 方向论文 ICASSP 2026 - 音频分离 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-116/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-116/ 共 1 篇 ICASSP 2026 音频分离 方向论文 ICASSP 2026 - 音频分类 #零样本学习 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-118/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-118/ 共 1 篇 ICASSP 2026 音频分类 #零样本学习 方向论文 ICASSP 2026 - 音频分类 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-117/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-117/ 共 39 篇 ICASSP 2026 音频分类 方向论文 ICASSP 2026 - 音频压缩 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-119/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-119/ 共 2 篇 ICASSP 2026 音频压缩 方向论文 ICASSP 2026 - 音频场景分类 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-120/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-120/ 共 1 篇 ICASSP 2026 音频场景分类 方向论文 ICASSP 2026 - 音频场景理解 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-121/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-121/ 共 3 篇 ICASSP 2026 音频场景理解 方向论文 ICASSP 2026 - 音频增强 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-122/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-122/ 共 3 篇 ICASSP 2026 音频增强 方向论文 ICASSP 2026 - 音频大模型 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-123/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-123/ 共 1 篇 ICASSP 2026 音频大模型 方向论文 ICASSP 2026 - 音频字幕生成 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-124/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-124/ 共 1 篇 ICASSP 2026 音频字幕生成 方向论文 ICASSP 2026 - 音频安全 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-125/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-125/ 共 11 篇 ICASSP 2026 音频安全 方向论文 ICASSP 2026 - 音频描述 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-126/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-126/ 共 1 篇 ICASSP 2026 音频描述 方向论文 ICASSP 2026 - 音频效果估计 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-127/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-127/ 共 1 篇 ICASSP 2026 音频效果估计 方向论文 ICASSP 2026 - 音频无损编码 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-128/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-128/ 共 1 篇 ICASSP 2026 音频无损编码 方向论文 ICASSP 2026 - 音频检索 #音频分类 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-130/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-130/ 共 1 篇 ICASSP 2026 音频检索 #音频分类 方向论文 ICASSP 2026 - 音频检索 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-129/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-129/ 共 11 篇 ICASSP 2026 音频检索 方向论文 ICASSP 2026 - 音频水印 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-131/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-131/ 共 1 篇 ICASSP 2026 音频水印 方向论文 ICASSP 2026 - 音频深度伪造检测 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-132/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-132/ 共 29 篇 ICASSP 2026 音频深度伪造检测 方向论文 ICASSP 2026 - 音频生成 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-133/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-133/ 共 39 篇 ICASSP 2026 音频生成 方向论文 ICASSP 2026 - 音频编辑 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-134/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-134/ 共 1 篇 ICASSP 2026 音频编辑 方向论文 ICASSP 2026 - 音频质量评估 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-135/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-135/ 共 1 篇 ICASSP 2026 音频质量评估 方向论文 ICASSP 2026 - 音频超分辨率 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-136/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-136/ 共 1 篇 ICASSP 2026 音频超分辨率 方向论文 ICASSP 2026 - 音频问答 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-137/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-137/ 共 15 篇 ICASSP 2026 音频问答 方向论文 ICASSP 2026 - 预训练 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-138/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-138/ 共 1 篇 ICASSP 2026 预训练 方向论文 ICASSP 2026 - 领域适应 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-139/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-139/ 共 2 篇 ICASSP 2026 领域适应 方向论文 ICASSP 2026 语音/音频论文详细分析 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-summary/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-summary/ 共分析 898 篇 ICASSP 2026 论文 Identifying Birdsong Syllables without Labelled Data https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-identifying-birdsong-syllables-without-labelled/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-identifying-birdsong-syllables-without-labelled/ 生物声学 | 7.0/10 Identifying the Minimal and Maximal Phonetic Subspace of Speech Representations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-identifying-the-minimal-and-maximal-phonetic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-identifying-the-minimal-and-maximal-phonetic/ 语音识别 | 8.0/10 Identity Leakage Through Accent Cues in Voice Anonymisation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-identity-leakage-through-accent-cues-in-voice/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-identity-leakage-through-accent-cues-in-voice/ 语音匿名化 | 7.0/10 Impact of Phonetics on Speaker Identity in Adversarial Voice Attack https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-impact-of-phonetics-on-speaker-identity-in/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-impact-of-phonetics-on-speaker-identity-in/ 说话人验证 | 7.0/10 Improving Active Learning for Melody Estimation by Disentangling Uncertainties https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-active-learning-for-melody-estimation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-active-learning-for-melody-estimation/ 音乐信息检索 | 7.5/10 Improving Anomalous Sound Detection with Attribute-Aware Representation from Domain-Adaptive Pre-Training https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-anomalous-sound-detection-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-anomalous-sound-detection-with/ 音频事件检测 | 8.0/10 Improving Audio Event Recognition with Consistency Regularization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-audio-event-recognition-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-audio-event-recognition-with/ 音频事件检测 | 7.0/10 Improving Audio Question Answering with Variational Inference https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-audio-question-answering-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-audio-question-answering-with/ 音频问答 | 7.5/10 Improving Automatic Speech Recognition by Mitigating Distortions Introduced by Speech Enhancement Under Drone Noise https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-automatic-speech-recognition-by/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-automatic-speech-recognition-by/ 语音识别 | 6.5/10 Improving Binaural Distance Estimation in Reverberant Rooms Through Contrastive And Multi-Task Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-binaural-distance-estimation-in/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-binaural-distance-estimation-in/ 声源定位 | 7.0/10 Improving Contextual Asr Via Multi-Grained Fusion With Large Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-contextual-asr-via-multi-grained-fusion/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-contextual-asr-via-multi-grained-fusion/ 语音识别 | 8.5/10 Improving Interpretability in Generative Multitimbral DDSP Frameworks via Semantically-Disentangled Musical Attributes https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-interpretability-in-generative/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-interpretability-in-generative/ 音频生成 | 7.5/10 Improving Multimodal Brain Encoding Model with Dynamic Subject-Awareness Routing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-multimodal-brain-encoding-model-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-multimodal-brain-encoding-model-with/ 脑信号编码 | 8.0/10 Improving the Speaker Anonymization Evaluation’s Robustness to Target Speakers with Adversarial Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-the-speaker-anonymization-evaluations/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-the-speaker-anonymization-evaluations/ 语音匿名化 | 7.5/10 In-Sync: Adaptation of Speech Aware Large Language Models for ASR with Word level timestamp predictions https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-in-sync-adaptation-of-speech-aware-large-language/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-in-sync-adaptation-of-speech-aware-large-language/ 语音识别 | 7.0/10 InconVAD: A Two-Stage Dual-Tower Framework for Multimodal Emotion Inconsistency Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-inconvad-a-two-stage-dual-tower-framework-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-inconvad-a-two-stage-dual-tower-framework-for/ 语音情感识别 | 7.5/10 Incremental Learning for Audio Classification with Hebbian Deep Neural Networks https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-incremental-learning-for-audio-classification/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-incremental-learning-for-audio-classification/ 音频分类 | 7.5/10 Individualize the HRTF Neural Field Using Anthropometric Parameters Weighted by Direction-Attention https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-individualize-the-hrtf-neural-field-using/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-individualize-the-hrtf-neural-field-using/ 空间音频 | 7.0/10 Influence of Clean Speech Characteristics on Speech Enhancement Performance https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-influence-of-clean-speech-characteristics-on/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-influence-of-clean-speech-characteristics-on/ 语音增强 | 8.0/10 Influence-Aware Curation and Active Selection for Industrial and Surveillance Sound Events https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-influence-aware-curation-and-active-selection-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-influence-aware-curation-and-active-selection-for/ 音频事件检测 | 7.0/10 Input-Adaptive Differentiable Filterbanks via Hypernetworks for Robust Speech Processing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-input-adaptive-differentiable-filterbanks-via/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-input-adaptive-differentiable-filterbanks-via/ 语音识别 | 7.5/10 InstructAudio: Unified Speech and Music Generation with Natural Language Instruction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-instructaudio-unified-speech-and-music-generation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-instructaudio-unified-speech-and-music-generation/ 语音合成 | 7.5/10 Instrument Generation Through Distributional Flow Matching and Test-Time Search https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-instrument-generation-through-distributional-flow/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-instrument-generation-through-distributional-flow/ 音乐生成 | 7.0/10 Int-MeanFlow: Few-Step Speech Generation with Integral Velocity Distillation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-int-meanflow-few-step-speech-generation-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-int-meanflow-few-step-speech-generation-with/ 语音合成 | 7.5/10 Integrating Speaker Embeddings and LLM-Derived Semantic Representations for Streaming Speaker Diarization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-integrating-speaker-embeddings-and-llm-derived/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-integrating-speaker-embeddings-and-llm-derived/ 说话人分离 | 6.5/10 Inter-Dialog Contrastive Learning for Multimodal Emotion Recognition in Conversations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-inter-dialog-contrastive-learning-for-multimodal/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-inter-dialog-contrastive-learning-for-multimodal/ 语音情感识别 | 7.5/10 Interpretable Music Harmonic Analysis Through Multilinear Mixture of Experts https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-interpretable-music-harmonic-analysis-through/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-interpretable-music-harmonic-analysis-through/ 音乐理解 | 7.5/10 Interval-Aware Retrieval Framework For Speech-Based Automatic Alzheimer’s Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-interval-aware-retrieval-framework-for-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-interval-aware-retrieval-framework-for-speech/ 语音生物标志物 | 8.5/10 Inverse-Hessian Regularization for Continual Learning in ASR https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-inverse-hessian-regularization-for-continual/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-inverse-hessian-regularization-for-continual/ 语音识别 | 7.5/10 Investigating Modality Contribution in Audio LLMs for Music https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-investigating-modality-contribution-in-audio-llms/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-investigating-modality-contribution-in-audio-llms/ 模型评估 | 6.5/10 Investigating The Effect Of Sentence-Level Syntactic Structure On Information Loss In The Human Auditory System https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-investigating-the-effect-of-sentence-level/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-investigating-the-effect-of-sentence-level/ 语音识别 | 7.0/10 Is Phase Really Needed for Weakly-Supervised Dereverberation? https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-is-phase-really-needed-for-weakly-supervised/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-is-phase-really-needed-for-weakly-supervised/ 语音增强 | 6.0/10 It Is Personal: The Importance of Personalization for Recognizing Self-Reported Emotion https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-it-is-personal-the-importance-of-personalization/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-it-is-personal-the-importance-of-personalization/ 语音情感识别 | 8.0/10 Joint Autoregressive Modeling of Multi-Talker Overlapped Speech Recognition and Translation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-joint-autoregressive-modeling-of-multi-talker/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-joint-autoregressive-modeling-of-multi-talker/ 语音识别 语音翻译 | 7.0/10 Joint Deep Secondary Path Estimation and Adaptive Control for Active Noise Cancellation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-joint-deep-secondary-path-estimation-and-adaptive/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-joint-deep-secondary-path-estimation-and-adaptive/ 语音增强 | 7.5/10 Joint Estimation of Piano Dynamics and Metrical Structure with a Multi-Task Multi-Scale Network https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-joint-estimation-of-piano-dynamics-and-metrical/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-joint-estimation-of-piano-dynamics-and-metrical/ 音乐理解 | 7.5/10 Joint Estimation of Primary and Secondary Paths for Personalized Hearable Applications https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-joint-estimation-of-primary-and-secondary-paths/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-joint-estimation-of-primary-and-secondary-paths/ 主动降噪 | 7.5/10 Joint Multichannel Acoustic Feedback Cancellation and Speaker Extraction via Kalman Filter and Deep Non-Linear Spatial Filter https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-joint-multichannel-acoustic-feedback-cancellation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-joint-multichannel-acoustic-feedback-cancellation/ 语音增强 | 7.0/10 K-Function: Joint Pronunciation Transcription and Feedback for Evaluating Kids Language Function https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-k-function-joint-pronunciation-transcription-and/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-k-function-joint-pronunciation-transcription-and/ 语音识别 | 7.5/10 KAN We Make Models Simpler for Audio Deepfake Detection with Kolmogorov–Arnold Networks? https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-kan-we-make-models-simpler-for-audio-deepfake/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-kan-we-make-models-simpler-for-audio-deepfake/ 音频深度伪造检测 | 7.5/10 Keeping Models Listening: Segment- and time-aware attention rescaling at decoding time https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-keeping-models-listening-segment-and-time-aware/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-keeping-models-listening-segment-and-time-aware/ 音频问答 | 7.5/10 KSDIFF: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ksdiff-keyframe-augmented-speech-aware-dual-path/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ksdiff-keyframe-augmented-speech-aware-dual-path/ 音频生成 | 7.5/10 LAFUFU: Latent Acoustic Features For Ultra-Fast Utterance Restoration https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lafufu-latent-acoustic-features-for-ultra-fast/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lafufu-latent-acoustic-features-for-ultra-fast/ 语音增强 | 8.0/10 LAMB: LLM-Based Audio Captioning with Modality Gap Bridging Via Cauchy-Schwarz Divergence https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lamb-llm-based-audio-captioning-with-modality-gap/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lamb-llm-based-audio-captioning-with-modality-gap/ 音频描述 | 7.0/10 Language-Infused Retrieval-Augmented CTC with Adaptive Soft-Hard Gating for Robust Code-Switching ASR https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-language-infused-retrieval-augmented-ctc-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-language-infused-retrieval-augmented-ctc-with/ 语音识别 | 8.0/10 Lattice-Guided Consistency Regularization of Dual-Mode Transducers for Automatic Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lattice-guided-consistency-regularization-of-dual/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lattice-guided-consistency-regularization-of-dual/ 语音识别 | 8.0/10 Learnable Mel-Frontend for Robust Underwater Acoustic Target Detection under Non-Target Interference https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-learnable-mel-frontend-for-robust-underwater/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-learnable-mel-frontend-for-robust-underwater/ 音频分类 | 6.5/10 Learning Domain-Robust Bioacoustic Representations for Mosquito Species Classification with Contrastive Learning and Distribution Alignment https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-learning-domain-robust-bioacoustic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-learning-domain-robust-bioacoustic/ 生物声学 | 7.5/10 Learning Linearity in Audio Consistency Autoencoders via Implicit Regularization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-learning-linearity-in-audio-consistency/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-learning-linearity-in-audio-consistency/ 音频生成 | 7.5/10 Learning Piezoelectric Hysteresis in In-Ear MEMS Loudspeakers from Acoustic Measurements https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-learning-piezoelectric-hysteresis-in-in-ear-mems/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-learning-piezoelectric-hysteresis-in-in-ear-mems/ 音频信号处理 | 7.0/10 Learning to Align with Unbalanced Optimal Transport in Linguistic Knowledge Transfer for ASR https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-learning-to-align-with-unbalanced-optimal/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-learning-to-align-with-unbalanced-optimal/ 语音识别 | 6.5/10 Learning Vocal-Tract Area And Radiation With A Physics-Informed Webster Model https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-learning-vocal-tract-area-and-radiation-with-a/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-learning-vocal-tract-area-and-radiation-with-a/ 歌唱语音合成 | 7.0/10 Learning What to Hear: Boosting Sound-Source Association for Robust Audiovisual Instance Segmentation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-learning-what-to-hear-boosting-sound-source/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-learning-what-to-hear-boosting-sound-source/ 音视频实例分割 | 7.5/10 LenslessMic: Audio Encryption and Authentication via Lensless Computational Imaging https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lenslessmic-audio-encryption-and-authentication/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lenslessmic-audio-encryption-and-authentication/ 音频安全 | 7.5/10 LESS: Large Language Model Enhanced Semi-Supervised Learning for Speech Foundational Models Using in-the-wild Data https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-less-large-language-model-enhanced-semi/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-less-large-language-model-enhanced-semi/ 语音识别 语音翻译 | 7.5/10 LETPAV: Lexicon-Enhanced Text with Progressive Audio-Visual Fusion for Multimodal Sentiment Analysis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-letpav-lexicon-enhanced-text-with-progressive/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-letpav-lexicon-enhanced-text-with-progressive/ 语音情感识别 | 7.5/10 Leveraging Audio-Visual Data to Reduce the Multilingual Gap in Self-Supervised Speech Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-audio-visual-data-to-reduce-the/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-audio-visual-data-to-reduce-the/ 语音识别 | 6.0/10 Leveraging Diffusion U-Net Features for Predominant Instrument Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-diffusion-u-net-features-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-diffusion-u-net-features-for/ 音乐信息检索 | 8.0/10 Leveraging Large Multimodal Models for Audio-Video Deepfake Detection: A Pilot Study https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-large-multimodal-models-for-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-large-multimodal-models-for-audio/ 音频深度伪造检测 | 7.0/10 Leveraging Large Speech Language Models as Evaluators for Expressive Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-large-speech-language-models-as/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-large-speech-language-models-as/ 语音情感识别 | 6.5/10 Leveraging Multiple Speech Enhancers for Non-Intrusive Intelligibility Prediction for Hearing-Impaired Listeners https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-multiple-speech-enhancers-for-non/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-multiple-speech-enhancers-for-non/ 模型评估 | 7.5/10 Leveraging prediction entropy for Automatic prompt weighting in Zero-Shot Audio-Language Classification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-prediction-entropy-for-automatic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-prediction-entropy-for-automatic/ 音频分类 | 7.5/10 Leveraging Segment-Level Speech Representations for LLM-Based Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-segment-level-speech-representations/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-segment-level-speech-representations/ 语音识别 | 7.0/10 Leveraging Text-to-Speech and Voice Conversion as Data Augmentation for Alzheimer's Disease Detection from Spontaneous Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-text-to-speech-and-voice-conversion-as/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-text-to-speech-and-voice-conversion-as/ 语音生物标志物 | 7.0/10 Leveraging Whisper Embeddings For Audio-Based Lyrics Matching https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-whisper-embeddings-for-audio-based/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-leveraging-whisper-embeddings-for-audio-based/ 音乐信息检索 | 7.0/10 Lightweight and Generalizable Acoustic Scene Representations Via Contrastive Fine-Tuning and Distillation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lightweight-and-generalizable-acoustic-scene/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lightweight-and-generalizable-acoustic-scene/ 音频场景理解 | 8.0/10 Lightweight and Perceptually-Guided Voice Conversion for Electro-Laryngeal Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lightweight-and-perceptually-guided-voice/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lightweight-and-perceptually-guided-voice/ 语音转换 | 7.5/10 Lightweight Implicit Neural Network for Binaural Audio Synthesis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lightweight-implicit-neural-network-for-binaural/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lightweight-implicit-neural-network-for-binaural/ 空间音频 | 7.0/10 Lightweight Phoneme-Conditioned Bandwidth Extension for Body-Conducted Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lightweight-phoneme-conditioned-bandwidth/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lightweight-phoneme-conditioned-bandwidth/ 语音增强 | 7.5/10 Lingometer: On-Device Personal Speech Word Counting System https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lingometer-on-device-personal-speech-word/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lingometer-on-device-personal-speech-word/ 语音活动检测 | 8.0/10 Linguard: Authenticating Speech Recordings Using Speech Recognition and Watermark https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-linguard-authenticating-speech-recordings-using/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-linguard-authenticating-speech-recordings-using/ 音频安全 | 6.5/10 LipsAM: Lipschitz-Continuous Amplitude Modifier for Audio Signal Processing and its Application to Plug-And-Play Dereverberation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lipsam-lipschitz-continuous-amplitude-modifier/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lipsam-lipschitz-continuous-amplitude-modifier/ 语音增强 | 7.5/10 Lisa: Lightweight Yet Superb Neural Speech Coding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lisa-lightweight-yet-superb-neural-speech-coding/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lisa-lightweight-yet-superb-neural-speech-coding/ 语音编码 | 8.5/10 Listen, But Don't Leak: Sensitive Data Protection for Privacy Aware Automatic Speech Recognition with Acoustic Triggers https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-listen-but-dont-leak-sensitive-data-protection/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-listen-but-dont-leak-sensitive-data-protection/ 语音识别 | 7.5/10 LLAC: Learned Lossless Audio Codec https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-llac-learned-lossless-audio-codec/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-llac-learned-lossless-audio-codec/ 音频无损编码 | 7.5/10 LLM-Based Post-ASR Error Correction for Disordered Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-llm-based-post-asr-error-correction-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-llm-based-post-asr-error-correction-for/ 语音识别 | 7.5/10 Localizing Speech Deepfakes Beyond Transitions via Segment-Aware Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-localizing-speech-deepfakes-beyond-transitions/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-localizing-speech-deepfakes-beyond-transitions/ 音频深度伪造检测 | 8.0/10 LongSpeech: A Scalable Benchmark for Transcription, Translation and Understanding in Long Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-longspeech-a-scalable-benchmark-for-transcription/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-longspeech-a-scalable-benchmark-for-transcription/ 基准测试 | 7.8/10 Look, Listen and Segment: Towards Weakly Supervised Audio-Visual Semantic Segmentation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-look-listen-and-segment-towards-weakly-supervised/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-look-listen-and-segment-towards-weakly-supervised/ 音视频 | 7.0/10 Loose Coupling of Spectral and Spatial Models for Multi-Channel Diarization and Enhancement of Meetings in Dynamic Environments https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-loose-coupling-of-spectral-and-spatial-models-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-loose-coupling-of-spectral-and-spatial-models-for/ 说话人日志 语音分离 | 7.2/10 LOTUSDIS: A Thai Far-Field Meeting Corpus for Robust Conversational ASR https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lotusdis-a-thai-far-field-meeting-corpus-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lotusdis-a-thai-far-field-meeting-corpus-for/ 语音识别 | 7.5/10 Low-Bandwidth High-Fidelity Speech Transmission with Generative Latent Joint Source-Channel Coding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-low-bandwidth-high-fidelity-speech-transmission/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-low-bandwidth-high-fidelity-speech-transmission/ 语音增强 | 7.5/10 Low-Frequency Harmonic Control for Speech Intelligibility in Open-Ear Headphones https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-low-frequency-harmonic-control-for-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-low-frequency-harmonic-control-for-speech/ 语音增强 | 6.5/10 Low-Latency Audio Front-End Region-of-Interest Beamforming for Smart Glasses https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-low-latency-audio-front-end-region-of-interest/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-low-latency-audio-front-end-region-of-interest/ 语音增强 | 7.0/10 Low-Resource Guidance for Controllable Latent Audio Diffusion https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-low-resource-guidance-for-controllable-latent/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-low-resource-guidance-for-controllable-latent/ 音乐生成 | 8.5/10 Low-Resource Speech-Based Early Alzheimers Detection via Cross-Lingual and Few-Shot Transfer Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-low-resource-speech-based-early-alzheimers/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-low-resource-speech-based-early-alzheimers/ 语音生物标志物 | 7.5/10 LP-CFM: Perceptual Invariance-Aware Conditional Flow Matching for Speech Modeling https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lp-cfm-perceptual-invariance-aware-conditional/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lp-cfm-perceptual-invariance-aware-conditional/ 语音合成 | 7.0/10 MAG: Multi-Modal Aligned Autoregressive Co-Speech Gesture Generation Without Vector Quantization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mag-multi-modal-aligned-autoregressive-co-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mag-multi-modal-aligned-autoregressive-co-speech/ 音频生成 | 8.0/10 MAGE: A Coarse-to-Fine Speech Enhancer with Masked Generative Model https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mage-a-coarse-to-fine-speech-enhancer-with-masked/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mage-a-coarse-to-fine-speech-enhancer-with-masked/ 语音增强 | 8.0/10 Malefa: Multi-Granularity Learning and Effective False Alarm Suppression for Zero-Shot Keyword Spotting https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-malefa-multi-granularity-learning-and-effective/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-malefa-multi-granularity-learning-and-effective/ 零样本关键词检测 | 7.5/10 Mambaformer: State-Space Augmented Self-Attention with Downup Sampling for Monaural Speech Enhancement https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mambaformer-state-space-augmented-self-attention/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mambaformer-state-space-augmented-self-attention/ 语音增强 | 7.0/10 Marco-Voice: A Unified Framework for Expressive Speech Synthesis with Voice Cloning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-marco-voice-a-unified-framework-for-expressive/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-marco-voice-a-unified-framework-for-expressive/ 语音合成 | 8.0/10 MaskVCT: Masked Voice Codec Transformer for Zero-Shot Voice Conversion with Increased Controllability via Multiple Guidances https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-maskvct-masked-voice-codec-transformer-for-zero/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-maskvct-masked-voice-codec-transformer-for-zero/ 语音转换 | 6.5/10 Matching Reverberant Speech Through Learned Acoustic Embeddings https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-matching-reverberant-speech-through-learned/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-matching-reverberant-speech-through-learned/ 音频生成 | 8.0/10 Matrix-Structured Hierarchical Convolutional Modeling for Pronunciation Assessment and Mispronunciation Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-matrix-structured-hierarchical-convolutional/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-matrix-structured-hierarchical-convolutional/ 语音评估 | 8.0/10 Maximum Likelihood Measurement Noise Estimation for Block-Time Domain Kalman Filters https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-maximum-likelihood-measurement-noise-estimation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-maximum-likelihood-measurement-noise-estimation/ 回声消除 | 7.0/10 MC-MRX: Reference- and Midi-Guided Music Source Extraction with Contrastive Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mc-mrx-reference-and-midi-guided-music-source/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mc-mrx-reference-and-midi-guided-music-source/ 音乐源提取 | 7.0/10 MCF: Text LLMS for Multimodal Emotional Causality https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mcf-text-llms-for-multimodal-emotional-causality/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mcf-text-llms-for-multimodal-emotional-causality/ 情感分析 | 8.0/10 MCI-OTFusion: A Multimodal Model for MCI Detection and Cognitive Score Prediction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mci-otfusion-a-multimodal-model-for-mci-detection/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mci-otfusion-a-multimodal-model-for-mci-detection/ 轻度认知障碍检测 | 6.5/10 Meanflow-Accelerated Multimodal Video-to-Audio Synthesis Via One-Step Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-meanflow-accelerated-multimodal-video-to-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-meanflow-accelerated-multimodal-video-to-audio/ 音频生成 | 7.5/10 MeanFlowSE: One-Step Generative Speech Enhancement via Conditional Mean Flow https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-meanflowse-one-step-generative-speech-enhancement/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-meanflowse-one-step-generative-speech-enhancement/ 语音增强 | 7.5/10 MeanSE: Efficient Generative Speech Enhancement with Mean Flows https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-meanse-efficient-generative-speech-enhancement/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-meanse-efficient-generative-speech-enhancement/ 语音增强 | 6.5/10 MeanVC: Lightweight and Streaming Zero-Shot Voice Conversion via Mean Flows https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-meanvc-lightweight-and-streaming-zero-shot-voice/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-meanvc-lightweight-and-streaming-zero-shot-voice/ 语音转换 | 7.5/10 MeanVoiceFlow: One-Step Nonparallel Voice Conversion with Mean Flows https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-meanvoiceflow-one-step-nonparallel-voice/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-meanvoiceflow-one-step-nonparallel-voice/ 语音转换 | 7.0/10 Measuring Prosody Diversity in Zero-Shot TTS: A New Metric, Benchmark, and Exploration https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-measuring-prosody-diversity-in-zero-shot-tts-a/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-measuring-prosody-diversity-in-zero-shot-tts-a/ 语音合成 | 8.0/10 MECap-R1: Emotion-Aware Policy with Reinforcement Learning for Multimodal Emotion Captioning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mecap-r1-emotion-aware-policy-with-reinforcement/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mecap-r1-emotion-aware-policy-with-reinforcement/ 语音情感识别 | 7.5/10 Medical ASR Enhancement by Domain-Specific Reinforcement Fine-Tuning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-medical-asr-enhancement-by-domain-specific/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-medical-asr-enhancement-by-domain-specific/ 语音识别 | 6.5/10 MELA-TTS: Joint Transformer-Diffusion Model with Representation Alignment for Speech Synthesis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mela-tts-joint-transformer-diffusion-model-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mela-tts-joint-transformer-diffusion-model-with/ 语音合成 | 7.0/10 Melos: Sentence-To-Section Training with Multi-Task Learning for LLM-Driven Song Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-melos-sentence-to-section-training-with-multi/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-melos-sentence-to-section-training-with-multi/ 音乐生成 | 6.5/10 Membership Inference Attack against Music Diffusion Models via Generative Manifold Perturbation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-membership-inference-attack-against-music/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-membership-inference-attack-against-music/ 音频安全 | 7.5/10 MFF-RVRDI: Multimodal Fusion Framework for Robust Video Recording Device Identification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mff-rvrdi-multimodal-fusion-framework-for-robust/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mff-rvrdi-multimodal-fusion-framework-for-robust/ 视频设备识别 | 7.5/10 MI-Fuse: Label Fusion for Unsupervised Domain Adaptation with Closed-Source Large Audio-Language Model https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mi-fuse-label-fusion-for-unsupervised-domain/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mi-fuse-label-fusion-for-unsupervised-domain/ 语音情感识别 | 8.0/10 Microphone-Less Measurement of Three-Dimensional Radiating Impulse Response of Sound Source using Spherical Harmonic-Domain Acousto-Optic Tomography https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-microphone-less-measurement-of-three-dimensional/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-microphone-less-measurement-of-three-dimensional/ 声源定位 | 7.0/10 MIDI-LLaMA: An Instruction-Following Multimodal LLM for Symbolic Music Understanding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-midi-llama-an-instruction-following-multimodal/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-midi-llama-an-instruction-following-multimodal/ 音乐理解 | 7.5/10 Mind the Shift: Using Delta SSL Embeddings to Enhance Child ASR https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mind-the-shift-using-delta-ssl-embeddings-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mind-the-shift-using-delta-ssl-embeddings-to/ 语音识别 | 7.0/10 Mind Your [m]S, Cross Your [t]S: a Large-Scale Phonetic Analysis of Speech Reproduction in Modern Speech Generators https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mind-your-ms-cross-your-ts-a-large-scale-phonetic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mind-your-ms-cross-your-ts-a-large-scale-phonetic/ 语音伪造检测 | 7.0/10 MirrorTalk: Forging Personalized Avatars Via Disentangled Style and Hierarchical Motion Control https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mirrortalk-forging-personalized-avatars-via/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mirrortalk-forging-personalized-avatars-via/ 语音合成 | 7.0/10 Mispronunciation Detection and Diagnosis Without Model Training: A Retrieval-Based Approach https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mispronunciation-detection-and-diagnosis-without/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mispronunciation-detection-and-diagnosis-without/ 语音评估 | 8.0/10 Mitigating Attention Sinks and Massive Activations in Audio-Visual Speech Recognition with LLMs https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mitigating-attention-sinks-and-massive/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mitigating-attention-sinks-and-massive/ 语音识别 | 7.0/10 Mitigating Data Replication in Text-to-Audio Generative Diffusion Models Through Anti-Memorization Guidance https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mitigating-data-replication-in-text-to-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mitigating-data-replication-in-text-to-audio/ 音频生成 | 7.5/10 Mitigating Intra-Speaker Variability in Diarization with Style-Controllable Speech Augmentation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mitigating-intra-speaker-variability-in/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mitigating-intra-speaker-variability-in/ 说话人日志 | 7.0/10 Mitigating Language Prior-Induced Hallucinations via Bi-Level Contrastive Decoding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mitigating-language-prior-induced-hallucinations/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mitigating-language-prior-induced-hallucinations/ 多模态模型 | 7.5/10 Mix2Morph: Learning Sound Morphing from Noisy Mixes https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mix2morph-learning-sound-morphing-from-noisy-mixes/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mix2morph-learning-sound-morphing-from-noisy-mixes/ 音频生成 | 7.5/10 MixGAN-based Non-blind Bandwidth Extension for Audio Codec https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mixgan-based-non-blind-bandwidth-extension-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mixgan-based-non-blind-bandwidth-extension-for/ 音频增强 | 8.0/10 Mixture of Experts for Recognizing Depression from Interview and Reading Tasks https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mixture-of-experts-for-recognizing-depression/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mixture-of-experts-for-recognizing-depression/ 语音生物标志物 | 6.0/10 Mixture To Beamformed Mixture: Leveraging Beamformed Mixture As Weak-Supervision for Speech Enhancement and Noise-Robust ASR https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mixture-to-beamformed-mixture-leveraging/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mixture-to-beamformed-mixture-leveraging/ 语音增强 | 8.0/10 Mixture-of-Experts Based Soft-Label Learning for Multi-Label Speech Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mixture-of-experts-based-soft-label-learning-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mixture-of-experts-based-soft-label-learning-for/ 语音情感识别 | 7.5/10 Mixture-of-Experts Framework for Field-of-View Enhanced Signal-Dependent Binauralization of Moving Talkers https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mixture-of-experts-framework-for-field-of-view/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mixture-of-experts-framework-for-field-of-view/ 空间音频 | 6.5/10 Mixtures of Lightweight Articulatory Experts for Multilingual Asr https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mixtures-of-lightweight-articulatory-experts-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mixtures-of-lightweight-articulatory-experts-for/ 语音识别 | 7.0/10 MMAudioSep: Taming Video-to-Audio Generative Model Towards Video/Text-Queried Sound Separation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mmaudiosep-taming-video-to-audio-generative-model/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mmaudiosep-taming-video-to-audio-generative-model/ 语音分离 | 8.0/10 MNV-17: A High-Quality Performative Mandarin Dataset for Nonverbal Vocalization Recognition in Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mnv-17-a-high-quality-performative-mandarin/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mnv-17-a-high-quality-performative-mandarin/ 语音识别 | 7.5/10 Modeling Both Intra- And Inter-Utterance Variability for Conversational Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-modeling-both-intra-and-inter-utterance/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-modeling-both-intra-and-inter-utterance/ 语音情感识别 | 6.5/10 Modeling Inter-Segment Relationships in Speech for Dementia Detection with Audio Spectrogram Transformers and Graph Attention Networks https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-modeling-inter-segment-relationships-in-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-modeling-inter-segment-relationships-in-speech/ 语音生物标志物 | 7.0/10 Modeling Strategies For Speech Enhancement in The Latent Space of a Neural Audio Codec https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-modeling-strategies-for-speech-enhancement-in-the/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-modeling-strategies-for-speech-enhancement-in-the/ 语音增强 | 8.0/10 More Than a Shortcut: A Hyperbolic Approach to Early-Exit Networks https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-more-than-a-shortcut-a-hyperbolic-approach-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-more-than-a-shortcut-a-hyperbolic-approach-to/ 音频事件检测 | 8.0/10 Motionbeat: Motion-Aligned Music Representation via Embodied Contrastive Learning and Bar-Equivariant Contact-Aware Encoding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-motionbeat-motion-aligned-music-representation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-motionbeat-motion-aligned-music-representation/ 舞蹈生成 | 7.5/10 MR-FlowDPO: Multi-Reward Direct Preference Optimization for Flow-Matching Text-to-Music Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mr-flowdpo-multi-reward-direct-preference/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mr-flowdpo-multi-reward-direct-preference/ 音乐生成 | 7.5/10 MSANET: Multi-Scale Semantic Aggregation Network for Brain-Assisted Speech Enhancement in Multi-Speaker Conditions https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-msanet-multi-scale-semantic-aggregation-network/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-msanet-multi-scale-semantic-aggregation-network/ 语音增强 | 7.5/10 MSCT: Differential Cross-Modal Attention for Deepfake Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-msct-differential-cross-modal-attention-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-msct-differential-cross-modal-attention-for/ 音频深度伪造检测 | 6.5/10 MSF-SER: Enriching Acoustic Modeling with Multi-Granularity Semantics for Speech Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-msf-ser-enriching-acoustic-modeling-with-multi/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-msf-ser-enriching-acoustic-modeling-with-multi/ 语音情感识别 | 7.5/10 MT-HuBERT: Self-Supervised Mix-Training for Few-Shot Keyword Spotting in Mixed Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mt-hubert-self-supervised-mix-training-for-few/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mt-hubert-self-supervised-mix-training-for-few/ 关键词检测 | 7.0/10 MTP-S2UT: Enhancing Speech-to-Speech Translation Quality with Multi-Token Prediction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mtp-s2ut-enhancing-speech-to-speech-translation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mtp-s2ut-enhancing-speech-to-speech-translation/ 语音翻译 | 8.5/10 Multi-Channel Speech Enhancement for Cocktail Party Speech Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multi-channel-speech-enhancement-for-cocktail/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multi-channel-speech-enhancement-for-cocktail/ 语音情感识别 | 7.5/10 Multi-Layer Attentive Probing Improves Transfer of Audio Representations for Bioacoustics https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multi-layer-attentive-probing-improves-transfer/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multi-layer-attentive-probing-improves-transfer/ 生物声学 | 7.5/10 Multi-Scale Physiologically-Motivated Alignment for Auditory Attention Decoding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multi-scale-physiologically-motivated-alignment/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multi-scale-physiologically-motivated-alignment/ 听觉注意力解码 | 7.5/10 Multi-Task Learning For Speech Quality Assessment Using ASR-Derived Entropy Features https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multi-task-learning-for-speech-quality-assessment/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multi-task-learning-for-speech-quality-assessment/ 语音质量评估 | 7.5/10 Multi-Task Transformer for Explainable Speech Deepfake Detection via Formant Modeling https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multi-task-transformer-for-explainable-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multi-task-transformer-for-explainable-speech/ 语音伪造检测 | 7.5/10 Multi-View Hierarchical Hypergraph Neural Network for Automatic Stuttering Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multi-view-hierarchical-hypergraph-neural-network/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multi-view-hierarchical-hypergraph-neural-network/ 语音生物标志物 | 7.5/10 Multilingual Supervised Pretraining with Lm-Assisted Decoding for Visual Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multilingual-supervised-pretraining-with-lm/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multilingual-supervised-pretraining-with-lm/ 语音识别 | 6.5/10 Multimodal Co-Training with Subtractive Unlabeled-Benefit Bounds https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-co-training-with-subtractive-unlabeled/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-co-training-with-subtractive-unlabeled/ 多模态学习 | 6.0/10 Multimodal Fusion-Based IPCLIP Network for Mixed Reality Surgical Assistance https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-fusion-based-ipclip-network-for-mixed/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-fusion-based-ipclip-network-for-mixed/ 多模态模型 | 6.5/10 Multimodal LLMs as Expert Speech Annotators: Acoustic Macro-Descriptors for Parkinson's Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-llms-as-expert-speech-annotators/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-llms-as-expert-speech-annotators/ 语音生物标志物 | 6.5/10 Multimodal Room Impulse Response Generation Through Latent Rectified Flow Matching https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-room-impulse-response-generation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-room-impulse-response-generation/ 音频生成 | 7.5/10 Multimodal Self-Attention Network with Temporal Alignment for Audio-Visual Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-self-attention-network-with-temporal/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-self-attention-network-with-temporal/ 语音情感识别 | 8.0/10 Multimodal Transformer with Multiperspective Training for Predicting Self-Expression Skills from Video Interview https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-transformer-with-multiperspective/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-transformer-with-multiperspective/ 多模态模型 | 7.0/10 Multimodal Variational Graph Network for Multimodal Sentiment Analysis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-variational-graph-network-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-variational-graph-network-for/ 语音情感识别 | 7.5/10 MuseTok: Symbolic Music Tokenization for Generation and Semantic Understanding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-musetok-symbolic-music-tokenization-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-musetok-symbolic-music-tokenization-for/ 音乐生成 | 8.5/10 Musicdetr: A Position-Aware Spectral Note Detection Model for Singing Transcription https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-musicdetr-a-position-aware-spectral-note/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-musicdetr-a-position-aware-spectral-note/ 歌唱语音转录 | 8.5/10 MusiCRS: Benchmarking Audio-Centric Conversational Recommendation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-musicrs-benchmarking-audio-centric-conversational/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-musicrs-benchmarking-audio-centric-conversational/ 音乐推荐 | 7.5/10 Natural Language to Spatial Audio Parameters: Lightweight Deterministic Rendering for Creative Authoring https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-natural-language-to-spatial-audio-parameters/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-natural-language-to-spatial-audio-parameters/ 空间音频 | 7.5/10 NCF-TTS: Enhancing Flow Matching Based Text-To-Speech with Neighborhood Consistency Flow https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ncf-tts-enhancing-flow-matching-based-text-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ncf-tts-enhancing-flow-matching-based-text-to/ 语音合成 | 8.0/10 Neural Network-Based Time-Frequency-Bin-Wise Linear Combination of Beamformers for Underdetermined Target Source Extraction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-neural-network-based-time-frequency-bin-wise/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-neural-network-based-time-frequency-bin-wise/ 语音分离 | 7.0/10 Neuromamba: Adaptive Frequency Filtering with a Pyramid Mamba for sEEG-driven Speech Synthesis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-neuromamba-adaptive-frequency-filtering-with-a/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-neuromamba-adaptive-frequency-filtering-with-a/ 语音合成 | 8.0/10 NeuroSIFT: A Biologically-Inspired Framework with Explicit Signal-Noise Separation for Robust Multimodal Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-neurosift-a-biologically-inspired-framework-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-neurosift-a-biologically-inspired-framework-with/ 多模态情感识别 | 8.0/10 nGPT as a Scalable Architecture for Speech Recognition and Translation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ngpt-as-a-scalable-architecture-for-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ngpt-as-a-scalable-architecture-for-speech/ 语音识别 | 7.5/10 No Verifiable Reward for Prosody: Toward Preference-Guided Prosody Learning in TTS https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-no-verifiable-reward-for-prosody-toward/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-no-verifiable-reward-for-prosody-toward/ 语音合成 | 8.0/10 Noise-Robust AV-ASR Using Visual Features both in the Whisper Encoder and Decoder https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-noise-robust-av-asr-using-visual-features-both-in/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-noise-robust-av-asr-using-visual-features-both-in/ 语音识别 | 8.0/10 Noise-Robust Contrastive Learning with an MFCC-Conformer for Coronary Artery Disease Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-noise-robust-contrastive-learning-with-an-mfcc/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-noise-robust-contrastive-learning-with-an-mfcc/ 音频分类 | 7.0/10 Noise-to-Notes: Diffusion-Based Generation and Refinement for Automatic Drum Transcription https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-noise-to-notes-diffusion-based-generation-and/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-noise-to-notes-diffusion-based-generation-and/ 音乐信息检索 | 8.0/10 Non-Line-of-Sight Vehicle Detection via Audio-Visual Fusion https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-non-line-of-sight-vehicle-detection-via-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-non-line-of-sight-vehicle-detection-via-audio/ 音频分类 | 8.0/10 Obstructive Sleep Apnea Endotype Prediction During Wakefulness Using Voice Biomarkers https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-obstructive-sleep-apnea-endotype-prediction/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-obstructive-sleep-apnea-endotype-prediction/ 语音生物标志物 | 6.5/10 Off-The-Grid Multi-Pitch Estimation Using Optimal Transport https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-off-the-grid-multi-pitch-estimation-using-optimal/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-off-the-grid-multi-pitch-estimation-using-optimal/ 音乐信息检索 | 7.5/10 OMNI-AVSR: Towards Unified Multimodal Speech Recognition With Large Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-omni-avsr-towards-unified-multimodal-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-omni-avsr-towards-unified-multimodal-speech/ 语音识别 | 8.5/10 On deepfake voice detection - It’s all in the presentation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-on-deepfake-voice-detection-its-all-in-the/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-on-deepfake-voice-detection-its-all-in-the/ 音频深度伪造检测 | 8.0/10 On The Design of Efficient Neural Methods for Geometry-Agnostic Multichannel Speech Enhancement https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-on-the-design-of-efficient-neural-methods-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-on-the-design-of-efficient-neural-methods-for/ 语音增强 | 6.5/10 On the Design of Higher-Order Time-Intensity Microphone Arrays for Panoramic Audio Recording and Reproduction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-on-the-design-of-higher-order-time-intensity/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-on-the-design-of-higher-order-time-intensity/ 空间音频 | 7.0/10 One Model–Three Tasks: Discovering a Shared Winning Ticket for Low-Complexity Audio Intelligence https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-one-modelthree-tasks-discovering-a-shared-winning/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-one-modelthree-tasks-discovering-a-shared-winning/ 音频分类 | 7.5/10 Online Register For Dual-Mode Self-Supervised Speech Models: Mitigating the Lack of Future Context https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-online-register-for-dual-mode-self-supervised/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-online-register-for-dual-mode-self-supervised/ 语音识别 | 6.5/10 Optimizing Domain-Adaptive Self-Supervised Learning for Clinical Voice-Based Disease Classification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-optimizing-domain-adaptive-self-supervised/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-optimizing-domain-adaptive-self-supervised/ 语音生物标志物 | 7.0/10 Optimizing Speech Language Models for Acoustic Consistency https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-optimizing-speech-language-models-for-acoustic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-optimizing-speech-language-models-for-acoustic/ 语音合成 | 8.0/10 OV-INSTRUCTTTS: Towards Open-Vocabulary Instruct Text-to-Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ov-instructtts-towards-open-vocabulary-instruct/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ov-instructtts-towards-open-vocabulary-instruct/ 语音合成 | 8.0/10 PAC: Pronunciation-Aware Contextualized Large Language Model-Based Automatic Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-pac-pronunciation-aware-contextualized-large/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-pac-pronunciation-aware-contextualized-large/ 语音识别 | 7.0/10 PADAM: Perceptual Audio Defect Assessment Model https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-padam-perceptual-audio-defect-assessment-model/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-padam-perceptual-audio-defect-assessment-model/ 音频分类 | 7.0/10 ParaGSE: Parallel Generative Speech Enhancement with Group-Vector-Quantization-Based Neural Speech Codec https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-paragse-parallel-generative-speech-enhancement/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-paragse-parallel-generative-speech-enhancement/ 语音增强 | 7.5/10 Parametric Neural Amp Modeling with Active Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-parametric-neural-amp-modeling-with-active/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-parametric-neural-amp-modeling-with-active/ 音频生成 | 8.0/10 PC-MCL: Patient-Consistent Multi-Cycle Learning with Multi-Label Bias Correction for Respiratory Sound Classification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-pc-mcl-patient-consistent-multi-cycle-learning/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-pc-mcl-patient-consistent-multi-cycle-learning/ 音频分类 | 7.5/10 Peeking Into the Future for Contextual Biasing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-peeking-into-the-future-for-contextual-biasing/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-peeking-into-the-future-for-contextual-biasing/ 语音识别 | 7.0/10 Perceptual Loss Optimized HRTF Personalization in Spherical Harmonic Domain https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-perceptual-loss-optimized-hrtf-personalization-in/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-perceptual-loss-optimized-hrtf-personalization-in/ 空间音频 | 7.0/10 Perceptual Quality Assessment for Stylized Talking Heads https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-perceptual-quality-assessment-for-stylized/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-perceptual-quality-assessment-for-stylized/ 模型评估 | 7.5/10 PerformSinger: Multimodal Singing Voice Synthesis Leveraging Synchronized Lip Cues from Singing Performance Videos https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-performsinger-multimodal-singing-voice-synthesis/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-performsinger-multimodal-singing-voice-synthesis/ 歌唱语音合成 | 4.5/10 Personal Sound Zones with Flexible Bright Zone Control https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-personal-sound-zones-with-flexible-bright-zone/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-personal-sound-zones-with-flexible-bright-zone/ 空间音频 | 7.5/10 PersonaPlex: Voice and Role Control for Full Duplex Conversational Speech Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-personaplex-voice-and-role-control-for-full/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-personaplex-voice-and-role-control-for-full/ 语音对话系统 | 8.5/10 PFluxTTS: Hybrid Flow-Matching TTS with Robust Cross-Lingual Voice Cloning and Inference-Time Model Fusion https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-pfluxtts-hybrid-flow-matching-tts-with-robust/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-pfluxtts-hybrid-flow-matching-tts-with-robust/ 语音合成 | 7.0/10 PG-SE: Predictive Acceleration and Correction for Generative Speech Enhancement https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-pg-se-predictive-acceleration-and-correction-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-pg-se-predictive-acceleration-and-correction-for/ 语音增强 | 7.5/10 Phase-Retrieval-Based Physics-Informed Neural Networks For Acoustic Magnitude Field Reconstruction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-phase-retrieval-based-physics-informed-neural/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-phase-retrieval-based-physics-informed-neural/ 声源定位 | 7.0/10 Phase-Space Signal Processing of Acoustic Data for Advanced Manufacturing In-Situ Monitoring https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-phase-space-signal-processing-of-acoustic-data/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-phase-space-signal-processing-of-acoustic-data/ 音频事件检测 | 7.0/10 PhoenixDSR: Phoneme-Guided and LLM-Enhanced Dysarthric Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-phoenixdsr-phoneme-guided-and-llm-enhanced/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-phoenixdsr-phoneme-guided-and-llm-enhanced/ 语音识别 | 7.0/10 Phoneme-Level Visual Speech Recognition via Point-Visual Fusion and Language Model Reconstruction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-phoneme-level-visual-speech-recognition-via-point/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-phoneme-level-visual-speech-recognition-via-point/ 视觉语音识别 | 7.5/10 Phonological Tokenizer: Prosody-Aware Phonetic Token Via Multi-Objective Fine-Tuning with Differentiable K-Means https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-phonological-tokenizer-prosody-aware-phonetic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-phonological-tokenizer-prosody-aware-phonetic/ 语音表示学习 | 8.0/10 Phrased: Phrase Dictionary Biasing for Speech Translation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-phrased-phrase-dictionary-biasing-for-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-phrased-phrase-dictionary-biasing-for-speech/ 语音翻译 | 7.5/10 Physics-Informed Neural Networks for Ocean Acoustic Field Reconstruction and Source Localization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-physics-informed-neural-networks-for-ocean/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-physics-informed-neural-networks-for-ocean/ 声源定位 | 7.5/10 Pianoroll-Event: A Novel Score Representation for Symbolic Music https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-pianoroll-event-a-novel-score-representation-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-pianoroll-event-a-novel-score-representation-for/ 音乐生成 | 6.5/10 PICOAUDIO2: Temporal Controllable Text-to-Audio Generation with Natural Language Description https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-picoaudio2-temporal-controllable-text-to-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-picoaudio2-temporal-controllable-text-to-audio/ 音频生成 | 7.5/10 Plug-and-Play Emotion Graphs for Compositional Prompting in Zero-Shot Speech Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-plug-and-play-emotion-graphs-for-compositional/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-plug-and-play-emotion-graphs-for-compositional/ 语音情感识别 | 7.0/10 Poly-SVC: Polyphony-Aware Singing Voice Conversion with Harmonic Modeling https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-poly-svc-polyphony-aware-singing-voice-conversion/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-poly-svc-polyphony-aware-singing-voice-conversion/ 歌唱语音转换 | 6.5/10 Polynomial Mixing for Efficient Self-Supervised Speech Encoders https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-polynomial-mixing-for-efficient-self-supervised/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-polynomial-mixing-for-efficient-self-supervised/ 语音识别 | 8.0/10 Position-Invariant Fine-Tuning Of Speech Enhancement Models With Self-Supervised Speech Representations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-position-invariant-fine-tuning-of-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-position-invariant-fine-tuning-of-speech/ 语音增强 | 6.5/10 Principled Coarse-Grained Acceptance For Speculative Decoding In Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-principled-coarse-grained-acceptance-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-principled-coarse-grained-acceptance-for/ 语音合成 | 7.5/10 PRoADS: Provably Secure And Robust Audio Diffusion Steganography With Latent Optimization And Backward Euler Inversion https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-proads-provably-secure-and-robust-audio-diffusion/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-proads-provably-secure-and-robust-audio-diffusion/ 音频安全 | 6.5/10 Probing the Hidden Talent of ASR foundation models for L2 English Oral Assessment https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-probing-the-hidden-talent-of-asr-foundation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-probing-the-hidden-talent-of-asr-foundation/ 预训练 | 7.5/10 Probing Whisper for Dysarthric Speech in Detection and Assessment https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-probing-whisper-for-dysarthric-speech-in/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-probing-whisper-for-dysarthric-speech-in/ 语音生物标志物 | 6.5/10 Production-Scale Dynamic Vocabulary ASR Biasing with Word-Level FST and Robust Training https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-production-scale-dynamic-vocabulary-asr-biasing/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-production-scale-dynamic-vocabulary-asr-biasing/ 语音识别 | 7.5/10 Proficiency-Aware Adaptation and Data Augmentation for Robust L2 ASR https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-proficiency-aware-adaptation-and-data/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-proficiency-aware-adaptation-and-data/ 语音识别 | 6.5/10 Prompt-Guided Mixture-of-Experts for Robust Multimodal Sentiment Analysis with Missing Modalities https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-prompt-guided-mixture-of-experts-for-robust/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-prompt-guided-mixture-of-experts-for-robust/ 语音情感识别 | 8.5/10 PromptSep: Generative Audio Separation Via Multimodal Prompting https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-promptsep-generative-audio-separation-via/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-promptsep-generative-audio-separation-via/ 语音分离 | 7.5/10 Prosody-Guided Harmonic Attention for Phase-Coherent Neural Vocoding in the Complex Spectrum https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-prosody-guided-harmonic-attention-for-phase/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-prosody-guided-harmonic-attention-for-phase/ 语音合成 | 8.0/10 PROST-LLM: Progressively Enhancing the Speech-to-Speech Translation Capability in LLMs https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-prost-llm-progressively-enhancing-the-speech-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-prost-llm-progressively-enhancing-the-speech-to/ 语音翻译 | 7.5/10 Prototype-Guided Cross-Modal Contrastive Learning for Continual Audio-Visual Sound Separation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-prototype-guided-cross-modal-contrastive-learning/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-prototype-guided-cross-modal-contrastive-learning/ 语音分离 | 7.5/10 PRSA: Preventing Malicious Speaker Recognition and Speech Synthesis Simultaneously with Adversarial Examples https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-prsa-preventing-malicious-speaker-recognition-and/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-prsa-preventing-malicious-speaker-recognition-and/ 语音匿名化 | 7.0/10 PSTalker: Realistic 3D Talking Head Synthesis via a Semantic-Aware Audio-Driven Point-Based Shape https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-pstalker-realistic-3d-talking-head-synthesis-via/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-pstalker-realistic-3d-talking-head-synthesis-via/ 说话人合成 | 7.5/10 Purification Before Fusion: Toward Mask-Free Speech Enhancement for Robust Audio-Visual Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-purification-before-fusion-toward-mask-free/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-purification-before-fusion-toward-mask-free/ 语音识别 | 7.5/10 Qastanet: A DNN-Based Quality Metric for Spatial Audio https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-qastanet-a-dnn-based-quality-metric-for-spatial/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-qastanet-a-dnn-based-quality-metric-for-spatial/ 空间音频 | 7.5/10 QE-XVC: Zero-Shot Cross-Lingual Voice Conversion via Query-Enhancement and Conditional Flow Matching https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-qe-xvc-zero-shot-cross-lingual-voice-conversion/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-qe-xvc-zero-shot-cross-lingual-voice-conversion/ 语音转换 | 7.5/10 QFOCUS: Controllable Synthesis for Automated Speech Stress Editing to Deliver Human-Like Emphatic Intent https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-qfocus-controllable-synthesis-for-automated/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-qfocus-controllable-synthesis-for-automated/ 语音合成 | 7.5/10 Quality Assessment of Noisy and Enhanced Speech with Limited Data: UWB-NTIS System for Voicemos 2024 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-quality-assessment-of-noisy-and-enhanced-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-quality-assessment-of-noisy-and-enhanced-speech/ 语音质量评估 | 7.0/10 Quantifying Speaker Embedding Phonological Rule Interactions in Accented Speech Synthesis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-quantifying-speaker-embedding-phonological-rule/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-quantifying-speaker-embedding-phonological-rule/ 语音合成 | 7.0/10 Random Matrix-Driven Graph Representation Learning For Bioacoustic Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-random-matrix-driven-graph-representation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-random-matrix-driven-graph-representation/ 生物声学 | 7.5/10 Ranking The Impact of Contextual Specialization in Neural Speech Enhancement https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ranking-the-impact-of-contextual-specialization/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ranking-the-impact-of-contextual-specialization/ 语音增强 | 7.5/10 RAP: Real-Time Audio-Driven Portrait Animation with Video Diffusion Transformer https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rap-real-time-audio-driven-portrait-animation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rap-real-time-audio-driven-portrait-animation/ 音视频 | 7.0/10 RASD-SR: A Robust Anomalous Sound Detection Framework with Score Recalibration https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rasd-sr-a-robust-anomalous-sound-detection/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rasd-sr-a-robust-anomalous-sound-detection/ 异常声音检测 | 8.5/10 Rationale-Guided Learning for Multimodal Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rationale-guided-learning-for-multimodal-emotion/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rationale-guided-learning-for-multimodal-emotion/ 语音情感识别 | 7.0/10 RCAL: Reinforced Cross-Modal Alignment for Multimodal Sentiment Analysis with Sparse Visual Frames https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rcal-reinforced-cross-modal-alignment-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rcal-reinforced-cross-modal-alignment-for/ 多模态模型 | 8.5/10 Reading Between the Waves: Robust Topic Segmentation Using Inter-Sentence Audio Features https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-reading-between-the-waves-robust-topic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-reading-between-the-waves-robust-topic/ 音频分类 | 7.0/10 Real-Time Streaming MEL Vocoding with Generative Flow Matching https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-real-time-streaming-mel-vocoding-with-generative/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-real-time-streaming-mel-vocoding-with-generative/ 语音合成 | 7.5/10 Reasoning Driven Captions to Assist Noise Robust Speech Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-reasoning-driven-captions-to-assist-noise-robust/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-reasoning-driven-captions-to-assist-noise-robust/ 语音情感识别 | 7.0/10 ReCoM: Realistic Co-Speech Motion Generation with Recurrent Embedded Transformer https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-recom-realistic-co-speech-motion-generation-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-recom-realistic-co-speech-motion-generation-with/ 音频生成 | 7.0/10 Reconstruction of Spherical Sound Source Radiation Characteristics with Graph Signal Processing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-reconstruction-of-spherical-sound-source/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-reconstruction-of-spherical-sound-source/ 空间音频 | 7.5/10 Recovering Performance in Speech Emotion Recognition from Discrete Tokens Via Multi-Layer Fusion and Paralinguistic Feature Integration https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-recovering-performance-in-speech-emotion/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-recovering-performance-in-speech-emotion/ 语音情感识别 | 6.5/10 Reducing Prompt Sensitivity in LLM-Based Speech Recognition Through Learnable Projection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-reducing-prompt-sensitivity-in-llm-based-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-reducing-prompt-sensitivity-in-llm-based-speech/ 语音识别 | 7.0/10 Reference Microphone Selection for Guided Source Separation Based on The Normalized L-P Norm https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-reference-microphone-selection-for-guided-source/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-reference-microphone-selection-for-guided-source/ 语音增强 | 7.0/10 Reference-Aware SFM Layers for Intrusive Intelligibility Prediction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-reference-aware-sfm-layers-for-intrusive/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-reference-aware-sfm-layers-for-intrusive/ 语音评估 | 7.5/10 Refgen: Reference-Guided Synthetic Data Generation for Anomalous Sound Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-refgen-reference-guided-synthetic-data-generation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-refgen-reference-guided-synthetic-data-generation/ 音频事件检测 | 7.5/10 Regularized Inverse Filter Design for Rigid Spherical Microphone Array Processing: Laplace- And Time-Domain Representations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-regularized-inverse-filter-design-for-rigid/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-regularized-inverse-filter-design-for-rigid/ 空间音频 | 8.0/10 Relative Time Intervals Representation For Word-Level Timestamping With Masked Training https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-relative-time-intervals-representation-for-word/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-relative-time-intervals-representation-for-word/ 语音识别 | 8.0/10 Reliable AI via Age-Balanced Validation: Fair Model Selection for Parkinson’s Detection from Voice https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-reliable-ai-via-age-balanced-validation-fair/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-reliable-ai-via-age-balanced-validation-fair/ 语音生物标志物 | 7.5/10 Representation-Based Data Quality Audits for Audio https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-representation-based-data-quality-audits-for-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-representation-based-data-quality-audits-for-audio/ 数据集 | 7.5/10 Representation-Diverse Self-Supervision for Cross-Domain Bioacoustic Learning in Low-Resource Settings https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-representation-diverse-self-supervision-for-cross/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-representation-diverse-self-supervision-for-cross/ 生物声学 | 7.0/10 Residual Tokens Enhance Masked Autoencoders for Speech Modeling https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-residual-tokens-enhance-masked-autoencoders-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-residual-tokens-enhance-masked-autoencoders-for/ 语音合成 | 7.0/10 Respire-Mamba C-UNet: Consistency-Trained Autoencoder for High-Fidelity Respiratory Sound Compression https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-respire-mamba-c-unet-consistency-trained/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-respire-mamba-c-unet-consistency-trained/ 音频压缩 | 7.0/10 Rethinking Entity Disambiguation in Complex Modalities https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rethinking-entity-disambiguation-in-complex/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rethinking-entity-disambiguation-in-complex/ 实体消歧 | 8.0/10 Rethinking Music Captioning with Music Metadata LLMS https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rethinking-music-captioning-with-music-metadata/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rethinking-music-captioning-with-music-metadata/ 音乐理解 | 7.0/10 Retrieval-Based Speculative Decoding For Autoregressive Speech Synthesis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-retrieval-based-speculative-decoding-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-retrieval-based-speculative-decoding-for/ 语音合成 | 7.0/10 Revisiting Direct Speech-to-Text Translation with Speech LLMS: Better Scaling than Cot Prompting? https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-revisiting-direct-speech-to-text-translation-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-revisiting-direct-speech-to-text-translation-with/ 语音翻译 | 7.5/10 RFM-Editing: Rectified Flow Matching for Text-Guided Audio Editing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rfm-editing-rectified-flow-matching-for-text/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rfm-editing-rectified-flow-matching-for-text/ 音频编辑 | 7.5/10 RHO-PERFECT: Correlation Ceiling for Subjective Evaluation Datasets https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rho-perfect-correlation-ceiling-for-subjective/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rho-perfect-correlation-ceiling-for-subjective/ 模型评估 | 7.5/10 RIR-Former: Coordinate-Guided Transformer for Continuous Reconstruction of Room Impulse Responses https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rir-former-coordinate-guided-transformer-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rir-former-coordinate-guided-transformer-for/ 房间脉冲响应 | 7.0/10 RLBR: Reinforcement Learning with Biasing Rewards for Contextual Speech Large Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rlbr-reinforcement-learning-with-biasing-rewards/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rlbr-reinforcement-learning-with-biasing-rewards/ 语音识别 | 8.0/10 RMODGDF: A Robust STFT-Derived Feature for Musical Instrument Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rmodgdf-a-robust-stft-derived-feature-for-musical/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rmodgdf-a-robust-stft-derived-feature-for-musical/ 音乐信息检索 | 7.0/10 Robust and Lightweight F0 Estimation Through Mid-Level Fusion of DSP-Informed Features https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-robust-and-lightweight-f0-estimation-through-mid/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-robust-and-lightweight-f0-estimation-through-mid/ 基频估计 | 8.0/10 Robust Deepfake Audio Detection via Multi-Level Intermediate Feature Fusion https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-robust-deepfake-audio-detection-via-multi-level/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-robust-deepfake-audio-detection-via-multi-level/ 音频深度伪造检测 | 7.5/10 Robust Online Overdetermined Independent Vector Analysis Based on Bilinear Decomposition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-robust-online-overdetermined-independent-vector/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-robust-online-overdetermined-independent-vector/ 语音分离 | 7.0/10 RoCo: Robust Code for Fast and Effective Proactive Defense against Voice Cloning Attack https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-roco-robust-code-for-fast-and-effective-proactive/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-roco-robust-code-for-fast-and-effective-proactive/ 音频安全 | 7.5/10 RRPO: Robust Reward Policy Optimization for LLM-Based Emotional TTS https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rrpo-robust-reward-policy-optimization-for-llm/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-rrpo-robust-reward-policy-optimization-for-llm/ 语音合成 | 7.5/10 S-PRESSO: Ultra Low Bitrate Sound Effect Compression with Diffusion Autoencoders and Offline Quantization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-s-presso-ultra-low-bitrate-sound-effect/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-s-presso-ultra-low-bitrate-sound-effect/ 音频生成 | 7.5/10 S-SONDO: Self-Supervised Knowledge Distillation for General Audio Foundation Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-s-sondo-self-supervised-knowledge-distillation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-s-sondo-self-supervised-knowledge-distillation/ 音频分类 | 7.0/10 S2Voice: Style-Aware Autoregressive Modeling with Enhanced Conditioning for Singing Style Conversion https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-s2voice-style-aware-autoregressive-modeling-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-s2voice-style-aware-autoregressive-modeling-with/ 歌唱语音转换 | 7.0/10 SA-SSL-MOS: Self-Supervised Learning MOS Prediction with Spectral Augmentation for Generalized Multi-Rate Speech Assessment https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sa-ssl-mos-self-supervised-learning-mos/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sa-ssl-mos-self-supervised-learning-mos/ 语音质量评估 | 7.0/10 SAASDNet: An EEG-Based Streaming Auditory Attention Switch Decoding Network for Self-Initiated Attention Switching in Mixed Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-saasdnet-an-eeg-based-streaming-auditory/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-saasdnet-an-eeg-based-streaming-auditory/ 脑机接口 | 8.0/10 SAGA-SR: Semantically and Acoustically Guided Audio Super-Resolution https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-saga-sr-semantically-and-acoustically-guided/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-saga-sr-semantically-and-acoustically-guided/ 音频增强 | 7.5/10 Salad-VAE: Semantic Audio Compression with Language-Audio Distillation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-salad-vae-semantic-audio-compression-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-salad-vae-semantic-audio-compression-with/ 音频压缩 | 7.5/10 Sampling-Rate-Agnostic Speech Super-Resolution Based on Gaussian Process Dynamical Systems with Deep Kernel Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sampling-rate-agnostic-speech-super-resolution/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sampling-rate-agnostic-speech-super-resolution/ 语音增强 | 6.5/10 SAUNA: Song-Level Audio & User-Listening Data Neural Alignment https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sauna-song-level-audio-user-listening-data-neural/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sauna-song-level-audio-user-listening-data-neural/ 音乐信息检索 | 7.0/10 Savgbench: Benchmarking Spatially Aligned Audio-Video Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-savgbench-benchmarking-spatially-aligned-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-savgbench-benchmarking-spatially-aligned-audio/ 基准测试 | 7.5/10 Scalable Evaluation for Audio Identification Via Synthetic Latent Fingerprint Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-scalable-evaluation-for-audio-identification-via/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-scalable-evaluation-for-audio-identification-via/ 音频检索 | 7.0/10 Scaling Ambiguity: Augmenting Human Annotation in Speech Emotion Recognition with Audio-Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-scaling-ambiguity-augmenting-human-annotation-in/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-scaling-ambiguity-augmenting-human-annotation-in/ 语音情感识别 | 6.5/10 Scaling Multi-Talker ASR with Speaker-Agnostic Activity Streams https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-scaling-multi-talker-asr-with-speaker-agnostic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-scaling-multi-talker-asr-with-speaker-agnostic/ 语音识别 | 8.5/10 Scaling Spoken Language Models with Syllabic Speech Tokenization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-scaling-spoken-language-models-with-syllabic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-scaling-spoken-language-models-with-syllabic/ 语音理解 | 7.0/10 SceneRAG: Scene-Level Retrieval-Augmented Generation for Video Understanding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-scenerag-scene-level-retrieval-augmented/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-scenerag-scene-level-retrieval-augmented/ 视频理解 | 7.5/10 SE-DiCoW: Self-Enrolled Diarization-Conditioned Whisper https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-se-dicow-self-enrolled-diarization-conditioned/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-se-dicow-self-enrolled-diarization-conditioned/ 语音识别 | 8.5/10 Secondary Source Placement for Sound Field Control Based on Ising Model https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-secondary-source-placement-for-sound-field/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-secondary-source-placement-for-sound-field/ 空间音频 | 6.0/10 SED: Structural Entropy Based Speech Discretization for Discrete Token-Based ASR https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sed-structural-entropy-based-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sed-structural-entropy-based-speech/ 语音识别 | 6.5/10 Segmentwise Pruning in Audio-Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-segmentwise-pruning-in-audio-language-models/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-segmentwise-pruning-in-audio-language-models/ 音频问答 | 7.0/10 SELD-MOHA: A Fine-Tuning Method with the Mixture of Heterogeneous Adapters for Sound Event Localization and Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-seld-moha-a-fine-tuning-method-with-the-mixture/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-seld-moha-a-fine-tuning-method-with-the-mixture/ 音频事件检测 | 7.0/10 Selective Hub Fusion with Modality-Heterogeneous Experts for Multimodal Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-selective-hub-fusion-with-modality-heterogeneous/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-selective-hub-fusion-with-modality-heterogeneous/ 多模态模型 | 6.5/10 Self-Supervised Note Tracking and Multi-Pitch Estimation Via Reconstruction-Based Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-self-supervised-note-tracking-and-multi-pitch/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-self-supervised-note-tracking-and-multi-pitch/ 多音高估计 音符跟踪 | 8.5/10 Semantic Anchor Transfer from Short to Long Speech in a Distillation-Based Summarization Framework https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-semantic-anchor-transfer-from-short-to-long/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-semantic-anchor-transfer-from-short-to-long/ 语音摘要 | 7.5/10 Semantic-Guided Pseudo-Feature Attention Network for Audio-Visual Zero-Shot Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-semantic-guided-pseudo-feature-attention-network/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-semantic-guided-pseudo-feature-attention-network/ 音频分类 零样本学习 | 7.0/10 SEP-ST: Incorporating Speech Entity Prompt Into Large Language Models for Speech Translation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sep-st-incorporating-speech-entity-prompt-into/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sep-st-incorporating-speech-entity-prompt-into/ 语音翻译 | 7.5/10 Separate this, and all of these Things Around It: Music Source Separation Via Hyperellipsoidal Queries https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-separate-this-and-all-of-these-things-around-it/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-separate-this-and-all-of-these-things-around-it/ 音乐分离 | 7.0/10 Sequence-Level Unsupervised Training in Speech Recognition: A Theoretical Study https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sequence-level-unsupervised-training-in-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sequence-level-unsupervised-training-in-speech/ 语音识别 | 6.5/10 Sequential and Simultaneous Optimization of Microphone Array Geometry and Region-of-Interest Beamforming https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sequential-and-simultaneous-optimization-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sequential-and-simultaneous-optimization-of/ 声源定位 | 7.5/10 Session-Level Spoken Language Assessment with A Multimodal Foundation Model Via Multi-Target Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-session-level-spoken-language-assessment-with-a/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-session-level-spoken-language-assessment-with-a/ 语音评估 | 7.5/10 SFM-TTS: Lightweight and Rapid Speech Synthesis with Flexible Shortcut Flow Matching https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sfm-tts-lightweight-and-rapid-speech-synthesis/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sfm-tts-lightweight-and-rapid-speech-synthesis/ 语音合成 | 7.0/10 Shared Representation Learning for Reference-Guided Targeted Sound Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-shared-representation-learning-for-reference/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-shared-representation-learning-for-reference/ 音频事件检测 | 8.5/10 Shortcut Flow Matching for Speech Enhancement: Step-Invariant Flows via Single Stage Training https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-shortcut-flow-matching-for-speech-enhancement/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-shortcut-flow-matching-for-speech-enhancement/ 语音增强 | 7.0/10 Sidon: Fast and Robust Open-Source Multilingual Speech Restoration for Large-Scale Dataset Cleansing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sidon-fast-and-robust-open-source-multilingual/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sidon-fast-and-robust-open-source-multilingual/ 语音增强 | 8.5/10 SightSound-R1: Cross-Modal Reasoning Distillation from Vision to Audio Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sightsound-r1-cross-modal-reasoning-distillation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sightsound-r1-cross-modal-reasoning-distillation/ 音频问答 | 7.5/10 Sing What You Fit: A Perception-Based Dataset and Benchmark for Vocal-Song Suitability Analysis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sing-what-you-fit-a-perception-based-dataset-and/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sing-what-you-fit-a-perception-based-dataset-and/ 音乐信息检索 | 7.0/10 Sing2Song: An Accompaniment Generation System Based on Solo Singing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sing2song-an-accompaniment-generation-system/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sing2song-an-accompaniment-generation-system/ 音乐生成 | 7.5/10 Single-Microphone Audio Point Source Discriminative Localization from Reverberation Late Tail Estimation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-single-microphone-audio-point-source/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-single-microphone-audio-point-source/ 说话人分离 | 7.0/10 Single-Step Controllable Music Bandwidth extension with Flow Matching https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-single-step-controllable-music-bandwidth/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-single-step-controllable-music-bandwidth/ 音乐信息检索 | 7.0/10 SingMOS-Pro: An Comprehensive Benchmark For Singing Quality Assessment https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-singmos-pro-an-comprehensive-benchmark-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-singmos-pro-an-comprehensive-benchmark-for/ 歌唱语音合成 | 7.5/10 SIREN: Spatially-Informed Reconstruction of Binaural Audio with Vision https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-siren-spatially-informed-reconstruction-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-siren-spatially-informed-reconstruction-of/ 空间音频 | 7.0/10 SIRUP: A Diffusion-Based Virtual Upmixer of Steering Vectors for Highly-Directive Spatialization with First-Order Ambisonics https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sirup-a-diffusion-based-virtual-upmixer-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sirup-a-diffusion-based-virtual-upmixer-of/ 声源定位 | 7.0/10 SLAP: Scalable Language-Audio Pretraining with Variable-Duration Audio and Multi-Objective Training https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-slap-scalable-language-audio-pretraining-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-slap-scalable-language-audio-pretraining-with/ 音频检索 | 8.0/10 SLM-SS: Speech Language Model for Generative Speech Separation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-slm-ss-speech-language-model-for-generative/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-slm-ss-speech-language-model-for-generative/ 语音分离 | 7.5/10 SLM-TTA: A Framework for Test-Time Adaptation of Generative Spoken Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-slm-tta-a-framework-for-test-time-adaptation-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-slm-tta-a-framework-for-test-time-adaptation-of/ 语音识别 | 7.0/10 Slot Filling as a Reasoning Task for Speechllms https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-slot-filling-as-a-reasoning-task-for-speechllms/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-slot-filling-as-a-reasoning-task-for-speechllms/ 槽填充 | 6.5/10 SmoothCLAP: Soft-Target Enhanced Contrastive Language-Audio Pretraining for Affective Computing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-smoothclap-soft-target-enhanced-contrastive/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-smoothclap-soft-target-enhanced-contrastive/ 语音情感识别 | 6.5/10 Snore Sound Classification Based on Physiological Features and Adaptive Loss Function https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-snore-sound-classification-based-on-physiological/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-snore-sound-classification-based-on-physiological/ 音频分类 | 6.5/10 Solving the Helmholtz Equation Via Physics-Informed Neural Networks with an Adaptive Weighting Strategy https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-solving-the-helmholtz-equation-via-physics/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-solving-the-helmholtz-equation-via-physics/ 声学建模 | 6.5/10 SONAR: Self-Distilled Continual Pre-Training for Domain Adaptive Audio Representation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sonar-self-distilled-continual-pre-training-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sonar-self-distilled-continual-pre-training-for/ 音频事件检测 | 7.0/10 SoundCompass: Navigating Target Sound Extraction with Effective Directional Clue Integration in Complex Acoustic Scenes https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-soundcompass-navigating-target-sound-extraction/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-soundcompass-navigating-target-sound-extraction/ 语音分离 | 7.5/10 Sounding Highlights: Dual-Pathway Audio Encoders for Audio-Visual Video Highlight Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sounding-highlights-dual-pathway-audio-encoders/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sounding-highlights-dual-pathway-audio-encoders/ 视频高光检测 | 8.5/10 Sounds that Shape: Audio-Driven 3D Mesh Generation with Attribute-Decoupled Score Distillation Sampling https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sounds-that-shape-audio-driven-3d-mesh-generation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sounds-that-shape-audio-driven-3d-mesh-generation/ 音频生成 | 7.0/10 Source Separation For A Cappella Music https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-source-separation-for-a-cappella-music/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-source-separation-for-a-cappella-music/ 语音分离 | 6.5/10 SP-MCQA: Evaluating Intelligibility of TTS Beyond the Word Level https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sp-mcqa-evaluating-intelligibility-of-tts-beyond/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sp-mcqa-evaluating-intelligibility-of-tts-beyond/ 语音合成 | 7.0/10 SPADE: Structured Pruning and Adaptive Distillation for Efficient LLM-TTS https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spade-structured-pruning-and-adaptive/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spade-structured-pruning-and-adaptive/ 语音合成 | 7.5/10 SPAM: Style Prompt Adherence Metric for Prompt-Based TTS https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spam-style-prompt-adherence-metric-for-prompt/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spam-style-prompt-adherence-metric-for-prompt/ 语音合成 | 7.0/10 Sparse Autoencoders Make Audio Foundation Models More Explainable https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sparse-autoencoders-make-audio-foundation-models/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sparse-autoencoders-make-audio-foundation-models/ 模型评估 | 6.5/10 Sparse-View Visual-Acoustic Latent Learning for Novel-View Audio Synthesis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sparse-view-visual-acoustic-latent-learning-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sparse-view-visual-acoustic-latent-learning-for/ 空间音频 | 7.5/10 Spatial Covariance Matrix Reconstruction for Speech Enhancement in Reverberant Multi-Source Environments https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spatial-covariance-matrix-reconstruction-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spatial-covariance-matrix-reconstruction-for/ 语音增强 | 7.5/10 Spatial-CLAP: Learning Spatially-Aware Audio–Text Embeddings for Multi-Source Conditions https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spatial-clap-learning-spatially-aware-audiotext/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spatial-clap-learning-spatially-aware-audiotext/ 空间音频 | 8.5/10 Spatially Aware Self-Supervised Models for Multi-Channel Neural Speaker Diarization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spatially-aware-self-supervised-models-for-multi/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spatially-aware-self-supervised-models-for-multi/ 说话人分离 | 8.0/10 SpatialNet-Echo: Real-Time Acoustic Echo Cancellation via Integrated Narrow-Band and Cross-Band Processing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spatialnet-echo-real-time-acoustic-echo/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spatialnet-echo-real-time-acoustic-echo/ 语音增强 | 7.5/10 Speaker Anonymisation for Speech-Based Suicide Risk Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-speaker-anonymisation-for-speech-based-suicide/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-speaker-anonymisation-for-speech-based-suicide/ 语音匿名化 | 7.5/10 Speaking Clearly: A Simplified Whisper-Based Codec for Low-Bitrate Speech Coding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-speaking-clearly-a-simplified-whisper-based-codec/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-speaking-clearly-a-simplified-whisper-based-codec/ 语音编码 | 7.5/10 Spectral or Spatial? Leveraging Both for Speaker Extraction in Challenging Data Conditions https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spectral-or-spatial-leveraging-both-for-speaker/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spectral-or-spatial-leveraging-both-for-speaker/ 语音分离 | 7.0/10 Spectrogram Event Based Feature Representation for Generalizable Automatic Music Transcription https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spectrogram-event-based-feature-representation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spectrogram-event-based-feature-representation/ 音乐信息检索 | 7.5/10 Speech Emotion Recognition based on Hierarchical Transformer with Shifted Windows https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-speech-emotion-recognition-based-on-hierarchical/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-speech-emotion-recognition-based-on-hierarchical/ 语音情感识别 | 8.0/10 Speech Quality-Based Localization of Low-Quality Speech and Text-to-Speech Synthesis Artefacts https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-speech-quality-based-localization-of-low-quality/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-speech-quality-based-localization-of-low-quality/ 语音质量评估 | 7.0/10 SpeechCT-CLIP: Distilling Text-Image Knowledge to Speech for Voice-Native Multimodal CT Analysis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-speechct-clip-distilling-text-image-knowledge-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-speechct-clip-distilling-text-image-knowledge-to/ 医疗AI | 7.5/10 SpeechMapper: Speech-To-Text Embedding Projector for LLMs https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-speechmapper-speech-to-text-embedding-projector/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-speechmapper-speech-to-text-embedding-projector/ 语音大模型 | 7.0/10 Spike-Driven Low-Power Speech Bandwidth Extension https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spike-driven-low-power-speech-bandwidth-extension/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spike-driven-low-power-speech-bandwidth-extension/ 语音增强 | 8.0/10 Spiking Attention Network: A Hybrid Neuromorphic Approach to Underwater Acoustic Localization and Zero-Shot Adaptation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spiking-attention-network-a-hybrid-neuromorphic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spiking-attention-network-a-hybrid-neuromorphic/ 声源定位 | 7.0/10 Spiking Temporal-Enhanced Network for Zero-Shot Audio-Visual Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spiking-temporal-enhanced-network-for-zero-shot/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spiking-temporal-enhanced-network-for-zero-shot/ 音频分类 | 7.0/10 Spring Reverb Emulation with Hybrid Gated Convolutional Networks and State Space Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spring-reverb-emulation-with-hybrid-gated/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-spring-reverb-emulation-with-hybrid-gated/ 音频生成 | 7.5/10 SSVD-O: Parameter-Efficient Fine-Tuning with Structured SVD for Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ssvd-o-parameter-efficient-fine-tuning-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ssvd-o-parameter-efficient-fine-tuning-with/ 语音识别 | 7.0/10 ST-HNTM: Joint Speech-Text Neural Topic Modeling on the Hypersphere https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-st-hntm-joint-speech-text-neural-topic-modeling/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-st-hntm-joint-speech-text-neural-topic-modeling/ 主题建模 | 7.0/10 STACodec: Semantic Token Assignment for Balancing Acoustic Fidelity and Semantic Information in Audio Codecs https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stacodec-semantic-token-assignment-for-balancing/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stacodec-semantic-token-assignment-for-balancing/ 语音识别 | 8.0/10 Staged Diffusion with Hybrid Mixture-of-Experts (MOE) for Multimodal Sentiment Analysis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-staged-diffusion-with-hybrid-mixture-of-experts/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-staged-diffusion-with-hybrid-mixture-of-experts/ 语音情感识别 | 8.0/10 Stemphonic: All-At-Once Flexible Multi-Stem Music Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stemphonic-all-at-once-flexible-multi-stem-music/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stemphonic-all-at-once-flexible-multi-stem-music/ 音乐生成 | 7.7/10 StereoFoley: Object-Aware Stereo Audio Generation from Video https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stereofoley-object-aware-stereo-audio-generation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stereofoley-object-aware-stereo-audio-generation/ 音频生成 | 7.5/10 Stereophonic Acoustic Echo Cancellation Using an Improved Affine Projection Algorithm with Adaptive Multiple Sub-Filters https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stereophonic-acoustic-echo-cancellation-using-an/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stereophonic-acoustic-echo-cancellation-using-an/ 语音增强 | 6.0/10 Still Thinking or Stopped Talking? Dialogue Silence Intention Classification Using Multimodal Large Language Model https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-still-thinking-or-stopped-talking-dialogue/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-still-thinking-or-stopped-talking-dialogue/ 语音对话系统 | 6.5/10 Str-DiffSep: Streamable Diffusion Model for Speech Separation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-str-diffsep-streamable-diffusion-model-for-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-str-diffsep-streamable-diffusion-model-for-speech/ 语音分离 | 7.5/10 Stream-Voice-Anon: Enhancing Utility of Real-Time Speaker Anonymization Via Neural Audio Codec and Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stream-voice-anon-enhancing-utility-of-real-time/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stream-voice-anon-enhancing-utility-of-real-time/ 语音匿名化 | 7.0/10 Streaming Speech Recognition with Decoder-Only Large Language Models and Latency Optimization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-streaming-speech-recognition-with-decoder-only/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-streaming-speech-recognition-with-decoder-only/ 语音识别 | 7.0/10 Streamingbench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-streamingbench-assessing-the-gap-for-mllms-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-streamingbench-assessing-the-gap-for-mllms-to/ 基准测试 | 7.5/10 StreamMark: A Deep Learning-Based Semi-Fragile Audio Watermarking for Proactive Deepfake Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-streammark-a-deep-learning-based-semi-fragile/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-streammark-a-deep-learning-based-semi-fragile/ 音频深度伪造检测 | 8.0/10 Stress Prediction from Temporal Emotion Trajectories in Clinical Patient-Physician Conversations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stress-prediction-from-temporal-emotion/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stress-prediction-from-temporal-emotion/ 语音情感识别 | 7.0/10 Structure-Aware Diffusion Schrödinger Bridge https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-structure-aware-diffusion-schrdinger-bridge/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-structure-aware-diffusion-schrdinger-bridge/ 数据集对齐 | 7.7/10 StyHarmo: Efficient Style-Specific Video Generation with Music Synchronization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-styharmo-efficient-style-specific-video/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-styharmo-efficient-style-specific-video/ 视频生成 | 6.5/10 Style Attack Disguise: When Fonts Become a Camouflage for Adversarial Intent https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-style-attack-disguise-when-fonts-become-a/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-style-attack-disguise-when-fonts-become-a/ 对抗样本 | 7.0/10 Style-Disentangled Diffusion for Controllable and Identity-Generalized Speech-Driven Body Motion Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-style-disentangled-diffusion-for-controllable-and/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-style-disentangled-diffusion-for-controllable-and/ 语音驱动动作生成 | 7.0/10 StyleBench: Evaluating Speech Language Models on Conversational Speaking Style Control https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stylebench-evaluating-speech-language-models-on/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stylebench-evaluating-speech-language-models-on/ 基准测试 | 8.5/10 StylePitcher: Generating Style-Following and Expressive Pitch Curves for Versatile Singing Tasks https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stylepitcher-generating-style-following-and/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stylepitcher-generating-style-following-and/ 歌唱语音合成 | 7.5/10 Subgraph Localization in the Subbands for Partially Spoofed Speech Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-subgraph-localization-in-the-subbands-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-subgraph-localization-in-the-subbands-for/ 音频深度伪造检测 | 8.0/10 Subsequence SDTW: Differentiable Alignment with Flexible Boundary Conditions https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-subsequence-sdtw-differentiable-alignment-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-subsequence-sdtw-differentiable-alignment-with/ 音乐信息检索 | 8.0/10 Subspace Hybrid Adaptive Filtering for Phonocardiogram Signal Denoising https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-subspace-hybrid-adaptive-filtering-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-subspace-hybrid-adaptive-filtering-for/ 音频增强 | 7.0/10 Sunac: Source-Aware Unified Neural Audio Codec https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sunac-source-aware-unified-neural-audio-codec/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sunac-source-aware-unified-neural-audio-codec/ 音频生成 | 7.5/10 SURE: Synergistic Uncertainty-Aware Reasoning for Multimodal Emotion Recognition in Conversations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sure-synergistic-uncertainty-aware-reasoning-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sure-synergistic-uncertainty-aware-reasoning-for/ 语音情感识别 | 7.5/10 SwitchCodec: Adaptive Residual-Expert Sparse Quantization for High-Fidelity Neural Audio Coding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-switchcodec-adaptive-residual-expert-sparse/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-switchcodec-adaptive-residual-expert-sparse/ 音频生成 | 8.5/10 Symphony Rendering: Midi and Composer-Conditioned Auto Orchestration with Flow-Matching Transformers https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-symphony-rendering-midi-and-composer-conditioned/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-symphony-rendering-midi-and-composer-conditioned/ 音乐生成 | 7.0/10 SynaSpot: A Lightweight, Streaming Multi-modal Framework for Keyword Spotting with Audio-Text Synergy https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-synaspot-a-lightweight-streaming-multi-modal/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-synaspot-a-lightweight-streaming-multi-modal/ 关键词检测 | 7.5/10 Synchronous Secondary Path Modeling and Kronecker-Factorized Adaptive Algorithm for Multichannel Active Noise Control https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-synchronous-secondary-path-modeling-and-kronecker/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-synchronous-secondary-path-modeling-and-kronecker/ 主动噪声控制 | 7.0/10 Syncspeech: Efficient and Low-Latency Text-to-Speech Based on Temporal Masked Transformer https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-syncspeech-efficient-and-low-latency-text-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-syncspeech-efficient-and-low-latency-text-to/ 语音合成 | 7.5/10 SynParaSpeech: Automated Synthesis of Paralinguistic Datasets for Speech Generation and Understanding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-synparaspeech-automated-synthesis-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-synparaspeech-automated-synthesis-of/ 语音合成 | 7.5/10 Synthcloner: Synthesizer-Style Audio Transfer via Factorized Codec with ADSR Envelope Control https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-synthcloner-synthesizer-style-audio-transfer-via/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-synthcloner-synthesizer-style-audio-transfer-via/ 音频生成 | 8.5/10 Synthesized Data Selection via Score Distribution Matching for Te Reo Māori Automatic Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-synthesized-data-selection-via-score-distribution/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-synthesized-data-selection-via-score-distribution/ 语音识别 | 8.0/10 Synthetic Data Domain Adaptation for ASR via LLM-Based Text and Phonetic Respelling Augmentation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-synthetic-data-domain-adaptation-for-asr-via-llm/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-synthetic-data-domain-adaptation-for-asr-via-llm/ 语音识别 | 8.0/10 Synthetic yet Striking? Assessing Vocal Charisma in TTS via Perceptual and Algorithmic Measures https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-synthetic-yet-striking-assessing-vocal-charisma/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-synthetic-yet-striking-assessing-vocal-charisma/ 语音合成 | 7.5/10 T-Cache: Fast Inference For Masked Generative Transformer-Based TTS Via Prompt-Aware Feature Caching https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-t-cache-fast-inference-for-masked-generative/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-t-cache-fast-inference-for-masked-generative/ 语音合成 | 9.0/10 T-Mimi: A Transformer-Based Mimi Decoder for Real-Time On-Phone TTS https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-t-mimi-a-transformer-based-mimi-decoder-for-real/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-t-mimi-a-transformer-based-mimi-decoder-for-real/ 语音合成 | 7.0/10 TAG: Structured Temporal Audio Generation via LLM-Guided Manual Scription and Control https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tag-structured-temporal-audio-generation-via-llm/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tag-structured-temporal-audio-generation-via-llm/ 音频生成 | 7.5/10 TAGARELA - A Portuguese Speech Dataset from Podcasts https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tagarela-a-portuguese-speech-dataset-from-podcasts/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tagarela-a-portuguese-speech-dataset-from-podcasts/ 语音识别 语音合成 | 7.0/10 Taming Audio VAEs via Target-KL Regularization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-taming-audio-vaes-via-target-kl-regularization/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-taming-audio-vaes-via-target-kl-regularization/ 音频生成 | 6.5/10 Target Speaker Anonymization in Multi-Speaker Recordings https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-target-speaker-anonymization-in-multi-speaker/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-target-speaker-anonymization-in-multi-speaker/ 语音匿名化 | 7.6/10 Target-Speaker LLM-ASR with Speaker-Aware Speech Encoder https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-target-speaker-llm-asr-with-speaker-aware-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-target-speaker-llm-asr-with-speaker-aware-speech/ 语音识别 | 8.8/10 Task Vector in TTS: Toward Emotionally Expressive Dialectal Speech Synthesis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-task-vector-in-tts-toward-emotionally-expressive/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-task-vector-in-tts-toward-emotionally-expressive/ 语音合成 | 7.0/10 Task-Oriented Sound Privacy Preservation for Sound Event Detection Via End-to-End Adversarial Multi-Task Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-task-oriented-sound-privacy-preservation-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-task-oriented-sound-privacy-preservation-for/ 音频事件检测 | 7.5/10 TASU: Text-only Alignment for Speech Understanding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tasu-text-only-alignment-for-speech-understanding/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tasu-text-only-alignment-for-speech-understanding/ 语音识别 | 7.0/10 TAU: A Benchmark for Cultural Sound Understanding Beyond Semantics https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tau-a-benchmark-for-cultural-sound-understanding/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tau-a-benchmark-for-cultural-sound-understanding/ 音频问答 | 7.5/10 Teacher-Guided Pseudo Supervision and Cross-Modal Alignment for Audio-Visual Video Parsing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-teacher-guided-pseudo-supervision-and-cross-modal/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-teacher-guided-pseudo-supervision-and-cross-modal/ 音视频 | 7.0/10 Teaching Audio Models to Reason: A Unified Framework for Source- and Layer-Wise Distillation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-teaching-audio-models-to-reason-a-unified/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-teaching-audio-models-to-reason-a-unified/ 音频问答 | 7.0/10 Teaching the Teachers: Boosting Unsupervised Domain Adaptation In Speech Recognition By Ensemble Update https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-teaching-the-teachers-boosting-unsupervised/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-teaching-the-teachers-boosting-unsupervised/ 语音识别 | 7.0/10 Temporal Distillation for Music Representation Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-temporal-distillation-for-music-representation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-temporal-distillation-for-music-representation/ 音乐信息检索 | 7.5/10 Temporal Graph Modeling for Speech Emotion Recognition Using LSTM-Aggregated Multigraph Networks https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-temporal-graph-modeling-for-speech-emotion/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-temporal-graph-modeling-for-speech-emotion/ 语音情感识别 | 7.5/10 Temporal-Spatial Decouple Before Act: Disentangled Representation Learning for Multimodal Sentiment Analysis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-temporal-spatial-decouple-before-act-disentangled/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-temporal-spatial-decouple-before-act-disentangled/ 情感分析 | 7.5/10 Temporally Heterogeneous Graph Contrastive Learning for Multimodal Acoustic Event Classification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-temporally-heterogeneous-graph-contrastive/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-temporally-heterogeneous-graph-contrastive/ 音频事件检测 | 8.5/10 Test Time Adaptation for Speech Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-test-time-adaptation-for-speech-emotion/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-test-time-adaptation-for-speech-emotion/ 语音情感识别 | 7.0/10 Test-Time Scaling for Auditory Cognition in Audio Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-test-time-scaling-for-auditory-cognition-in-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-test-time-scaling-for-auditory-cognition-in-audio/ 音频问答 | 7.0/10 Testing The Efficient Coding Hypothesis Beyond Humans: The Auditory Kernels of Bat Vocalizations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-testing-the-efficient-coding-hypothesis-beyond/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-testing-the-efficient-coding-hypothesis-beyond/ 生物声学 | 7.5/10 Text2midi-InferAlign: Improving Symbolic Music Generation with Inference-Time Alignment https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-text2midi-inferalign-improving-symbolic-music/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-text2midi-inferalign-improving-symbolic-music/ 音乐生成 | 7.5/10 Text2Move: Text-To-Moving Sound Generation via Trajectory Prediction and Temporal Alignment https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-text2move-text-to-moving-sound-generation-via/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-text2move-text-to-moving-sound-generation-via/ 空间音频 | 8.0/10 TextlessRAG: End-to-End Visual Document RAG by Speech without Text https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-textlessrag-end-to-end-visual-document-rag-by/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-textlessrag-end-to-end-visual-document-rag-by/ 语音问答 | 8.5/10 The 3rd Clarity Prediction Challenge: A Machine Learning Challenge for Hearing aid Speech Intelligibility Prediction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-the-3rd-clarity-prediction-challenge-a-machine/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-the-3rd-clarity-prediction-challenge-a-machine/ 语音增强 | 7.5/10 The Curious Case of Visual Grounding: Different Effects for Speech-and Text-Based Language Encoders https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-the-curious-case-of-visual-grounding-different/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-the-curious-case-of-visual-grounding-different/ 模型评估 | 8.0/10 The Impact of Audio Watermarking on Audio Anti-Spoofing Countermeasures https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-the-impact-of-audio-watermarking-on-audio-anti/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-the-impact-of-audio-watermarking-on-audio-anti/ 音频深度伪造检测 | 8.5/10 The Muse Benchmark: Probing Music Perception and Auditory Relational Reasoning in Audio LLMs https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-the-muse-benchmark-probing-music-perception-and/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-the-muse-benchmark-probing-music-perception-and/ 音乐理解 | 8.5/10 The Role of Prosodic and Lexical Cues in Turn-Taking with Self-Supervised Speech Representations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-the-role-of-prosodic-and-lexical-cues-in-turn/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-the-role-of-prosodic-and-lexical-cues-in-turn/ 语音对话系统 | 7.5/10 The Singing Voice Conversion Challenge 2025: From Singer Identity Conversion to Singing Style Conversion https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-the-singing-voice-conversion-challenge-2025-from/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-the-singing-voice-conversion-challenge-2025-from/ 歌唱语音转换 | 7.0/10 The Synergistic Role of Audio and Large Video-Language Model in Source-Free Video Domain Adaptation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-the-synergistic-role-of-audio-and-large-video/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-the-synergistic-role-of-audio-and-large-video/ 领域适应 | 7.0/10 Theory and Application of Circular Relative Harmonic Coefficients https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-theory-and-application-of-circular-relative/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-theory-and-application-of-circular-relative/ 声源定位 | 7.5/10 Thinking While Listening: Simple Test Time Scaling for Audio Classification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-thinking-while-listening-simple-test-time-scaling/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-thinking-while-listening-simple-test-time-scaling/ 音频分类 | 6.5/10 Three Seconds is Sufficient: A Multi-Pronged Framework for Model-Based Speaker Adaptation in ASR Under Data-Scarce Conditions https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-three-seconds-is-sufficient-a-multi-pronged/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-three-seconds-is-sufficient-a-multi-pronged/ 语音识别 | 7.0/10 TICL: Text-Embedding KNN for Speech in-Context Learning Unlocks Speech Recognition Abilities of Large Multimodal Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ticl-text-embedding-knn-for-speech-in-context/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ticl-text-embedding-knn-for-speech-in-context/ 语音识别 | 7.5/10 Timbre-Aware Audio Difference Captioning for Anomalous Machine Sounds without Paired Training Data via Synthetic Perturbations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-timbre-aware-audio-difference-captioning-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-timbre-aware-audio-difference-captioning-for/ 音频分类 | 7.5/10 Timbre-Based Pretraining with Pseudo-Labels for Multi-Instrument Automatic Music Transcription https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-timbre-based-pretraining-with-pseudo-labels-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-timbre-based-pretraining-with-pseudo-labels-for/ 音乐信息检索 | 7.0/10 Time vs. Layer: Locating Predictive Cues for Dysarthric Speech Descriptors in Wav2vec 2.0 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-time-vs-layer-locating-predictive-cues-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-time-vs-layer-locating-predictive-cues-for/ 语音质量评估 | 7.5/10 Time-Domain Synthesis of Virtual Sound Source Within Personalized Sound Zone using a Linear Loudspeaker Array https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-time-domain-synthesis-of-virtual-sound-source/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-time-domain-synthesis-of-virtual-sound-source/ 空间音频 | 8.0/10 Time-Shifted Token Scheduling for Symbolic Music Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-time-shifted-token-scheduling-for-symbolic-music/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-time-shifted-token-scheduling-for-symbolic-music/ 音乐生成 | 8.5/10 TinyMU: A Compact Audio-Language Model for Music Understanding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tinymu-a-compact-audio-language-model-for-music/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tinymu-a-compact-audio-language-model-for-music/ 音乐理解 | 7.5/10 Tldiffgan: A Latent Diffusion-Gan Framework with Temporal Information Fusion for Anomalous Sound Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tldiffgan-a-latent-diffusion-gan-framework-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tldiffgan-a-latent-diffusion-gan-framework-with/ 音频事件检测 | 7.5/10 TMD-TTS: A Unified Tibetan Multi-Dialect Text-to-Speech Framework for Ü-Tsang, Amdo and Kham Speech Dataset Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tmd-tts-a-unified-tibetan-multi-dialect-text-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tmd-tts-a-unified-tibetan-multi-dialect-text-to/ 语音合成 | 7.5/10 Tokenchain: A Discrete Speech Chain via Semantic Token Modeling https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tokenchain-a-discrete-speech-chain-via-semantic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tokenchain-a-discrete-speech-chain-via-semantic/ 语音识别 | 7.0/10 Toward Faithful Explanations in Acoustic Anomaly Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-toward-faithful-explanations-in-acoustic-anomaly/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-toward-faithful-explanations-in-acoustic-anomaly/ 音频事件检测 | 7.5/10 Toward Robust And Efficient Beat Tracking Via Beat-Aware Attention https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-toward-robust-and-efficient-beat-tracking-via/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-toward-robust-and-efficient-beat-tracking-via/ 音乐理解 | 8.5/10 Towards Blind Data Cleaning: A Case Study in Music Source Separation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-blind-data-cleaning-a-case-study-in-music/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-blind-data-cleaning-a-case-study-in-music/ 音乐信息检索 | 7.0/10 Towards Building Speech Large Language Models for Multitask Understanding in Low-Resource Languages https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-building-speech-large-language-models-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-building-speech-large-language-models-for/ 语音识别 | 6.5/10 Towards Data Drift Monitoring for Speech Deepfake Detection in the Context of MLOps https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-data-drift-monitoring-for-speech-deepfake/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-data-drift-monitoring-for-speech-deepfake/ 音频深度伪造检测 | 7.0/10 Towards Distance-Aware Synthetic Audio Mixtures for Universal Sound Separation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-distance-aware-synthetic-audio-mixtures/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-distance-aware-synthetic-audio-mixtures/ 语音分离 | 6.5/10 Towards Effective Negation Modeling in Joint Audio-Text Models for Music https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-effective-negation-modeling-in-joint/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-effective-negation-modeling-in-joint/ 音乐理解 | 7.5/10 Towards Evaluating Generative Audio: Insights from Neural Audio Codec Embedding Distances https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-evaluating-generative-audio-insights-from/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-evaluating-generative-audio-insights-from/ 模型评估 | 6.5/10 Towards Fair ASR for Second Language Speakers using Fairness Prompted Finetuning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-fair-asr-for-second-language-speakers/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-fair-asr-for-second-language-speakers/ 语音识别 | 6.5/10 Towards Lightweight Adaptation of Speech Enhancement Models in Real-World Environments https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-lightweight-adaptation-of-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-lightweight-adaptation-of-speech/ 语音增强 | 8.5/10 Towards Multi-View Hierarchical Video-to-Piano Generation with MIDI Guidance https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-multi-view-hierarchical-video-to-piano/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-multi-view-hierarchical-video-to-piano/ 音乐生成 | 7.0/10 Towards Orthographically-Informed Evaluation of Speech Recognition Systems for Indian Languages https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-orthographically-informed-evaluation-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-orthographically-informed-evaluation-of/ 语音识别 | 7.0/10 Towards Real-Time Generative Speech Restoration with Flow-Matching https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-real-time-generative-speech-restoration/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-real-time-generative-speech-restoration/ 语音增强 | 6.0/10 Towards Robust Dysarthric Speech Recognition: LLM-Agent Post-ASR Correction Beyond WER https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-robust-dysarthric-speech-recognition-llm/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-robust-dysarthric-speech-recognition-llm/ 语音识别 | 9.0/10 Tpeformer: Temporal Patch Embedding Transformer https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tpeformer-temporal-patch-embedding-transformer/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tpeformer-temporal-patch-embedding-transformer/ 语音情感识别 | 7.5/10 Train Short, Infer Long: Speech-LLM Enables Zero-Shot Streamable Joint ASR and Diarization on Long Audio https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-train-short-infer-long-speech-llm-enables-zero/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-train-short-infer-long-speech-llm-enables-zero/ 说话人分离 | 9.0/10 Training Dynamics-Aware Multi-Factor Curriculum Learning for Target Speaker Extraction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-training-dynamics-aware-multi-factor-curriculum/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-training-dynamics-aware-multi-factor-curriculum/ 语音分离 | 7.0/10 Training Flow Matching Models with Reliable Labels via Self-Purification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-training-flow-matching-models-with-reliable/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-training-flow-matching-models-with-reliable/ 语音合成 | 7.5/10 Training-Free Inference-Time Scaling for Audio Source Separation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-training-free-inference-time-scaling-for-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-training-free-inference-time-scaling-for-audio/ 语音增强 | 7.5/10 Training-Free Multimodal Guidance for Video to Audio Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-training-free-multimodal-guidance-for-video-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-training-free-multimodal-guidance-for-video-to/ 音频生成 | 8.0/10 Transfer Learning for Paediatric Sleep Apnoea Detection using Physiology-Guided Acoustic Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-transfer-learning-for-paediatric-sleep-apnoea/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-transfer-learning-for-paediatric-sleep-apnoea/ 音频分类 | 7.0/10 Transferable Audio Lottery Tickets: Gradient Accumulation for Extreme Sparsity https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-transferable-audio-lottery-tickets-gradient/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-transferable-audio-lottery-tickets-gradient/ 音频分类 | 7.0/10 Tri-Attention Fusion: Joint Temporal-Spectral and Bidirectional Modeling for Speech Spoofing Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tri-attention-fusion-joint-temporal-spectral-and/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tri-attention-fusion-joint-temporal-spectral-and/ 语音伪造检测 | 7.0/10 Triad: Tri-Head with Auxiliary Duplicating Permutation Invariant Training for Multi-Task Sound Event Localization and Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-triad-tri-head-with-auxiliary-duplicating/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-triad-tri-head-with-auxiliary-duplicating/ 音频事件检测 | 7.5/10 Triage Knowledge Distillation for Speaker Verification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-triage-knowledge-distillation-for-speaker/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-triage-knowledge-distillation-for-speaker/ 说话人验证 | 7.5/10 TTA: Transcribe, Translate and Alignment for Cross-Lingual Speech Representation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tta-transcribe-translate-and-alignment-for-cross/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tta-transcribe-translate-and-alignment-for-cross/ 语音识别 | 7.5/10 TVP-UNet: Threshold Variance Penalty U-Net for Voice Activity Detection in Dysarthric Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tvp-unet-threshold-variance-penalty-u-net-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tvp-unet-threshold-variance-penalty-u-net-for/ 语音活动检测 | 7.0/10 Two-Stage Language Model Framework for Acoustic Echo Cancellation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-two-stage-language-model-framework-for-acoustic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-two-stage-language-model-framework-for-acoustic/ 语音增强 | 7.5/10 UJCodec: An End-to-end Unet-Style Codec for Joint Speech Compression and Enhancement https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ujcodec-an-end-to-end-unet-style-codec-for-joint/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-ujcodec-an-end-to-end-unet-style-codec-for-joint/ 语音增强 | 7.5/10 UMA-SPLIT: Unimodal Aggregation for Both English and Mandarin Non-Autoregressive Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-uma-split-unimodal-aggregation-for-both-english/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-uma-split-unimodal-aggregation-for-both-english/ 语音识别 | 7.5/10 UMV: A Mixture-Of-Experts Vision Transformer with Multi-Spectrogram Fusion for Underwater Ship Noise Classification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-umv-a-mixture-of-experts-vision-transformer-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-umv-a-mixture-of-experts-vision-transformer-with/ 音频分类 | 7.5/10 Uncertainty-Aware 3D Emotional Talking Face Synthesis with Emotion Prior Distillation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-uncertainty-aware-3d-emotional-talking-face/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-uncertainty-aware-3d-emotional-talking-face/ 音视频 | 8.0/10 Understanding Textual Capability Degradation in Speech LLMS via Parameter Importance Analysis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-understanding-textual-capability-degradation-in/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-understanding-textual-capability-degradation-in/ 语音问答 | 7.5/10 Understanding the Strengths and Weaknesses of SSL Models for Audio Deepfake Model Attribution https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-understanding-the-strengths-and-weaknesses-of-ssl/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-understanding-the-strengths-and-weaknesses-of-ssl/ 音频深度伪造检测 | 7.0/10 Universr: Unified and Versatile Audio Super-Resolution Via Vocoder-Free Flow Matching https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-universr-unified-and-versatile-audio-super/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-universr-unified-and-versatile-audio-super/ 音频超分辨率 | 8.0/10 UNMIXX: Untangling Highly Correlated Singing Voices Mixtures https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-unmixx-untangling-highly-correlated-singing/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-unmixx-untangling-highly-correlated-singing/ 语音分离 | 8.5/10 Unseen but Not Unknown: Using Dataset Concealment to Robustly Evaluate Speech Quality Estimation Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-unseen-but-not-unknown-using-dataset-concealment/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-unseen-but-not-unknown-using-dataset-concealment/ 语音质量评估 | 8.3/10 Unsupervised Discovery and Analysis of the Vocal Repertoires and Patterns of Select Corvid Species https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-unsupervised-discovery-and-analysis-of-the-vocal/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-unsupervised-discovery-and-analysis-of-the-vocal/ 生物声学 | 7.5/10 Unsupervised Lexicon Learning from Speech is Limited by Representations Rather than Clustering https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-unsupervised-lexicon-learning-from-speech-is/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-unsupervised-lexicon-learning-from-speech-is/ 语音发现 | 8.0/10 USVexplorer: Robust Detection of Ultrasonic Vocalizations with Cross Species Generalization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-usvexplorer-robust-detection-of-ultrasonic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-usvexplorer-robust-detection-of-ultrasonic/ 音频事件检测 | 8.0/10 UTI-LLM: A Personalized Articulatory-Speech Therapy Assistance System Based on Multimodal Large Language Model https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-uti-llm-a-personalized-articulatory-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-uti-llm-a-personalized-articulatory-speech/ 语音对话系统 | 7.5/10 Utilizing Information Theoretic Approach to Study Cochlear Neural Degeneration https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-utilizing-information-theoretic-approach-to-study/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-utilizing-information-theoretic-approach-to-study/ 生物声学 | 6.5/10 UVT-LM: Unifying Visual and Tactile Perception with Language Model https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-uvt-lm-unifying-visual-and-tactile-perception/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-uvt-lm-unifying-visual-and-tactile-perception/ 跨模态 | 7.0/10 V2A-DPO: Omni-Preference Optimization for Video-To-Audio Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-v2a-dpo-omni-preference-optimization-for-video-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-v2a-dpo-omni-preference-optimization-for-video-to/ 视频到音频生成 | 7.5/10 Variational Low-Rank Adaptation for Personalized Impaired Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-variational-low-rank-adaptation-for-personalized/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-variational-low-rank-adaptation-for-personalized/ 语音识别 | 7.5/10 VBx for End-to-End Neural and Clustering-Based Diarization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vbx-for-end-to-end-neural-and-clustering-based/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vbx-for-end-to-end-neural-and-clustering-based/ 说话人分离 | 8.5/10 VChangeCodec: An Ultra Low-Complexity Neural Speech Codec with Built-In Voice Changer for Customized Real-Time Communication https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vchangecodec-an-ultra-low-complexity-neural/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vchangecodec-an-ultra-low-complexity-neural/ 语音转换 语音增强 | 8.0/10 Via Score to Performance: Efficient Human-Controllable Long Song Generation with Bar-Level Symbolic Notation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-via-score-to-performance-efficient-human/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-via-score-to-performance-efficient-human/ 音乐生成 | 7.5/10 Vib2Sound: Separation Of Multimodal Sound Sources https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vib2sound-separation-of-multimodal-sound-sources/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vib2sound-separation-of-multimodal-sound-sources/ 语音分离 | 6.5/10 Vioptt: Violin Technique-Aware Transcription from Synthetic Data Augmentation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vioptt-violin-technique-aware-transcription-from/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vioptt-violin-technique-aware-transcription-from/ 音乐信息检索 | 6.5/10 Virtual Consistency for Audio Editing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-virtual-consistency-for-audio-editing/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-virtual-consistency-for-audio-editing/ 音乐生成 | 8.0/10 Visual Keys to Symphonies: Latent Diffusion for Multi-Scene Video-to-Music Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-visual-keys-to-symphonies-latent-diffusion-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-visual-keys-to-symphonies-latent-diffusion-for/ 音乐生成 | 7.5/10 ViTex: Visual Texture Control for Multi-Track Symbolic Music Generation via Discrete Diffusion Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vitex-visual-texture-control-for-multi-track/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vitex-visual-texture-control-for-multi-track/ 音乐生成 | 7.0/10 VividTalker: A Modular Framework for Expressive 3D Talking Avatars with Controllable Gaze and Blink https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vividtalker-a-modular-framework-for-expressive-3d/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vividtalker-a-modular-framework-for-expressive-3d/ 语音合成 | 7.5/10 VM-UNSSOR: Unsupervised Neural Speech Separation Enhanced by Higher-SNR Virtual Microphone Arrays https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vm-unssor-unsupervised-neural-speech-separation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vm-unssor-unsupervised-neural-speech-separation/ 语音分离 | 7.5/10 VMSP: Video-to-Music Generation with Two-Stage Alignment and Synthesis https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vmsp-video-to-music-generation-with-two-stage/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vmsp-video-to-music-generation-with-two-stage/ 音乐生成 | 7.0/10 Vocalnet-M2: Advancing Low-Latency Spoken Language Modeling via Integrated Multi-Codebook Tokenization and Multi-Token Prediction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vocalnet-m2-advancing-low-latency-spoken-language/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vocalnet-m2-advancing-low-latency-spoken-language/ 语音对话系统 | 7.5/10 Voting-Based Pitch Estimation with Temporal and Frequential Alignment and Correlation Aware Selection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-voting-based-pitch-estimation-with-temporal-and/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-voting-based-pitch-estimation-with-temporal-and/ 语音识别 | 8.0/10 VoxMorph: Scalable Zero-Shot Voice Identity Morphing via Disentangled Embeddings https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-voxmorph-scalable-zero-shot-voice-identity/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-voxmorph-scalable-zero-shot-voice-identity/ 语音克隆 | 9.0/10 VoXtream: Full-Stream Text-To-Speech With Extremely Low Latency https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-voxtream-full-stream-text-to-speech-with/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-voxtream-full-stream-text-to-speech-with/ 语音合成 | 8.5/10 VT-Heads: Voice Cloning and Talking Head Generation from Text Based on V-DiT https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vt-heads-voice-cloning-and-talking-head/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vt-heads-voice-cloning-and-talking-head/ 视频生成 | 6.5/10 WAV2LEV: Predicting Levenshtein Edit Operation Sequences For Fine-Grained Estimation of Automatic Speech Recognition Error https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-wav2lev-predicting-levenshtein-edit-operation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-wav2lev-predicting-levenshtein-edit-operation/ 语音识别 | 7.5/10 Wave-Trainer-Fit: Neural Vocoder With Trainable Prior And Fixed-Point Iteration Towards High-Quality Speech Generation From SSL Features https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-wave-trainer-fit-neural-vocoder-with-trainable/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-wave-trainer-fit-neural-vocoder-with-trainable/ 语音合成 | 7.0/10 Wavenext 2: Convnext-Based Fast Neural Vocoders with Residual Denoising and Sub-Modeling for Gan And Diffusion Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-wavenext-2-convnext-based-fast-neural-vocoders/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-wavenext-2-convnext-based-fast-neural-vocoders/ 语音合成 | 9.0/10 WaveSP-Net: Learnable Wavelet-Domain Sparse Prompt Tuning for Speech Deepfake Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-wavesp-net-learnable-wavelet-domain-sparse-prompt/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-wavesp-net-learnable-wavelet-domain-sparse-prompt/ 语音伪造检测 | 8.0/10 WaveSpikeNet: A Wavelet-Spiking Fusion Architecture for Audio Classification on Edge Devices https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-wavespikenet-a-wavelet-spiking-fusion/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-wavespikenet-a-wavelet-spiking-fusion/ 音频分类 | 7.5/10 WavLink: Compact Audio–Text Embeddings with a Global Whisper Token https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-wavlink-compact-audiotext-embeddings-with-a/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-wavlink-compact-audiotext-embeddings-with-a/ 音频检索 | 8.0/10 What the student learns in knowledge distillation: A subspace view and evidence on Convolutional Recurrent Network https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-what-the-student-learns-in-knowledge-distillation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-what-the-student-learns-in-knowledge-distillation/ 语音增强 | 6.5/10 When Audio Matters: A Lightweight, Hierarchical Fusion Model for Speech and Non-Verbal Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-when-audio-matters-a-lightweight-hierarchical/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-when-audio-matters-a-lightweight-hierarchical/ 语音情感识别 | 8.0/10 When Children Talk and Machines Listen: Toward an Interpretable Speech-Based Screener for Dutch Developmental Language Disorder https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-when-children-talk-and-machines-listen-toward-an/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-when-children-talk-and-machines-listen-toward-an/ 语音生物标志物 | 7.0/10 When Noise Lowers the Loss: Rethinking Likelihood-Based Evaluation in Music Large Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-when-noise-lowers-the-loss-rethinking-likelihood/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-when-noise-lowers-the-loss-rethinking-likelihood/ 音乐生成 | 7.0/10 When Silence Matters: The Impact of Irrelevant Audio on Text Reasoning in Large Audio-Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-when-silence-matters-the-impact-of-irrelevant/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-when-silence-matters-the-impact-of-irrelevant/ 模型评估 | 7.0/10 When Voice Matters: A Controlled Study of Audio LLM Behavior in Clinical Decision-Making https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-when-voice-matters-a-controlled-study-of-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-when-voice-matters-a-controlled-study-of-audio/ 模型评估 | 7.0/10 Whisper-FEST: Single-Channel Far-Field Enhanced Speech-to-text without Parallel Data https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-whisper-fest-single-channel-far-field-enhanced/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-whisper-fest-single-channel-far-field-enhanced/ 语音识别 | 7.5/10 Whisper-MLA: Reducing GPU Memory Consumption of ASR Models Based on MHA2MLA Conversion https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-whisper-mla-reducing-gpu-memory-consumption-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-whisper-mla-reducing-gpu-memory-consumption-of/ 语音识别 | 7.0/10 Whisper-QF: Leveraging Dual Cross-Attention Q-Former for Speech Emotion Recognition With Multi-Task Learning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-whisper-qf-leveraging-dual-cross-attention-q/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-whisper-qf-leveraging-dual-cross-attention-q/ 语音情感识别 | 7.5/10 Whisper: Courtside Edition - Enhancing ASR Performance through LLM-Driven Context Generation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-whisper-courtside-edition-enhancing-asr/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-whisper-courtside-edition-enhancing-asr/ 语音识别 | 6.5/10 Why Do Speech Language Models Fail to Generate Semantically Coherent Outputs? A Modality Evolving Perspective https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-why-do-speech-language-models-fail-to-generate/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-why-do-speech-language-models-fail-to-generate/ 语音生成 | 7.0/10 Windowed SummaryMixing: An Efficient Fine-Tuning of Self-Supervised Learning Models for Low-Resource Speech Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-windowed-summarymixing-an-efficient-fine-tuning/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-windowed-summarymixing-an-efficient-fine-tuning/ 语音识别 | 6.5/10 Z-Scores: A Metric for Linguistically Assessing Disfluency Removal https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-z-scores-a-metric-for-linguistically-assessing/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-z-scores-a-metric-for-linguistically-assessing/ 模型评估 | 6.5/10 ZK-VSA: Zero-Knowledge Verifiable Speaker Anonymization Leveraging Phase Vocoder with Time-Scale Modification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-zk-vsa-zero-knowledge-verifiable-speaker/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-zk-vsa-zero-knowledge-verifiable-speaker/ 语音匿名化 | 7.5/10 ZSV2C-MLLM: Zero-Shot Visual Voice Cloning Via Multimodal Large Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-zsv2c-mllm-zero-shot-visual-voice-cloning-via/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-zsv2c-mllm-zero-shot-visual-voice-cloning-via/ 语音克隆 | 6.5/10 β-AVSDNET: A Novel End-To-End Neural Network Architecture For Audio-Visual Speaker Diarization https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-avsdnet-a-novel-end-to-end-neural-network/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-avsdnet-a-novel-end-to-end-neural-network/ 说话人分离 | 7.5/10