论文解读
AT-ADD: A Benchmark and Challenge for Robust and All-Type Audio Deepfake Detection
音频伪造检测 | 9.6/10
自监督学习
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DAMOS: Learning Distortion-Aware Speech Quality Assessment through Explicit Distortion Localization
语音质量评估 | 8.2/10
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Dual-Scale State-Space Modeling with Speaker-Wise Dynamic CRF for Speech Emotion Recognition in Conversation
语音情感识别 | 8.4/10
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FlowSep 2: Self-Supervised Flow Matching for Language-Queried Audio Source Separation
音频分离 | 9.0/10
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Multi-Task Learning for Non-Canonical Phoneme Recognition via Articulatory Feature Decomposition
语音识别 | 8.2/10
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Self-Supervised Speech Representations Track Spoken Language Convergence to Adult Models in Infants and Children Who Are Deaf/Hard-of-Hearing
语音属性识别 | 9.7/10
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Does Mapping Non-Maximal Probabilities to GMM Components Matter for S-JEPA Encoder Representations?
音频理解 | 5.6/10
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Listening Forward: Next Patch Embedding Prediction Enables Scalable Audio Learners
音频理解 | 8.8/10
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The Last Mile of Deepfake Speech Detection: An Industry-Academia Experience Report
语音伪造检测 | 6.6/10
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A survey of AI-generated voices and their detection
语音伪造检测 | 6.1/10
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Contrastive Learning with Variational Regularization for Multi-Session EEG-to-Speech Decoding
语音合成 | 5.9/10
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Iterative Self-Learning for Expressive Text-to-Speech Synthesis
语音合成 | 6.1/10
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Prototype-Rectified Iterative Self-supervised Manifold Denoising under Severe Acoustic Shift
音频分类 | 7.2/10
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Separate First, Then Associate: A Two-Stage Approach for Real-World Audio-Visual Speech Enhancement
音视频语音分离 | 6.2/10
论文解读
Using the Mimi codec for metalinguistic representations
语音编码 | 4.7/10
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What Makes a Good Layer? Assessing the Layer-Wise Intrinsic Properties of Music Foundation Models
音乐理解 | 7.7/10
论文解读
AT-ADD: All-Type Audio Deepfake Detection Challenge Summary
音频伪造检测 | 6.3/10
论文解读
Trajectory Dynamics in Self-Supervised Learning Latent Space for Audio Deepfake Detection
语音伪造检测 | 7.6/10
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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation
音频分类 | 7.2/10
论文解读
Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection
语音属性识别 | 6.1/10