论文解读
Better Together: Leveraging Unpaired Multimodal Data for Stronger Unimodal Models
多模态模型 | 7.0/10
自监督学习
论文解读
LayerSync: Self-aligning Intermediate Layers
生成模型 | 7.5/10
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MAPSS: Manifold-based Assessment of Perceptual Source Separation
语音分离 | 8.5/10
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MindMix: A Multimodal Foundation Model for Auditory Perception Decoding via Deep Neural-Acoustic Alignment
音频检索 | 8.5/10
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The Deleuzian Representation Hypothesis
模型评估 | 7.5/10
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TVTSyn: Content-Synchronous Time-Varying Timbre for Streaming Voice Conversion and Anonymization
语音转换 | 7.5/10
论文解读
Unmute the Patch Tokens: Rethinking Probing in Multi-Label Audio Classification
音频分类 | 9.0/10
论文解读
Advancing automatic speech recognition using feature fusion with self-supervised learning features: A case study on Fearless Steps Apollo corpus
语音识别 | 7.0/10
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Beyond Acoustic Sparsity and Linguistic Bias: A Prompt-Free Paradigm for Mispronunciation Detection and Diagnosis
发音错误检测 | 8.5/10
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Identifying and typifying demographic unfairness in phoneme-level embeddings of self-supervised speech recognition models
语音识别 | 7.0/10
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PSP: An Interpretable Per-Dimension Accent Benchmark for Indic Text-to-Speech
语音合成 | 9.0/10
论文解读
Similarity Choice and Negative Scaling in Supervised Contrastive Learning for Deepfake Audio Detection
音频深度伪造检测 | 8.0/10
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SPG-Codec: Exploring the Role and Boundaries of Semantic Priors in Ultra-Low-Bitrate Neural Speech Coding
语音合成 | 7.5/10
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The False Resonance: A Critical Examination of Emotion Embedding Similarity for Speech Generation Evaluation
语音情感识别 模型评估 | 7.0/10
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A Parameter-Efficient Multi-Scale Convolutional Adapter for Synthetic Speech Detection
A Parameter-Efficient Multi-Scale Convolutional Adapter for Synthetic Speech Detection
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A Study of Data Selection Strategies for Pre-Training Self-Supervised Speech Models
语音识别 | 7.5/10
论文解读
A Superb-Style Benchmark of Self-Supervised Speech Models for Audio Deepfake Detection
音频深度伪造检测 | 7.0/10
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A Task-Aware Dual-Level Self-Supervised Learning Method for Effective Sound Event Detection
音频事件检测 | 7.5/10
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Advanced modeling of interlanguage speech intelligibility benefit with L1-L2 multi-task learning using differentiable K-means for accent-robust discrete token-based ASR
语音识别 | 7.0/10
论文解读
Advancing Semi-Supervised Child Speech Recognition with Omni-Temporal Classification under Label Noise
语音识别 | 7.5/10