论文解读
Optimality of FSQ Tokens for Continuous Diffusion for Categorical Data with Application to Text-to-Speech
语音合成 | 7.3/10
扩散模型
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Speech Meets ELF: Audio Conditional Continuous-Target Diffusion for Speech Recognition and Translation
语音识别 | 8.3/10
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HoliDubber: Holistic Video Dubbing for Complex Acoustic Scenes via Text-Guided Audio Synthesis
语音合成 | 9/10
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Your U-Net Dereverberation Model is Secretly an RIR Encoder
对比学习 | 8.3/10
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DirectAudioEdit: Inversion-Free Text-Guided Audio Editing via Diffusion Prediction Contrast
扩散模型 | 7.5/10
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Entropy as a Structural Prior: How a Log-Barrier on DiT Belief Space Drives Musical Diversity and Development
音乐生成 | 4.2/10
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TargetSEC: Plug-and-Play In-the-Wild Speech Emotion Conversion via Arousal-Conditioned Latent Style Diffusion
语音转换 | 6.8/10
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Towards Unified Song Generation and Singing Voice Conversion with Accompaniment Co-Generation
语音合成 | 7.7/10
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UAT: Unified Audio-Text Diffusion for Audio Generation, Editing, and Captioning
音频生成 | 8.5/10
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A Comparison of Generative and Discriminative Methods for Speech Enhancement: Robustness, Complexity, and Hallucination
语音增强 | 8.3/10
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Cosmos 3: Omnimodal World Models for Physical AI
音频生成 | 10/10
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Diffusion-Based Heart Sound Generation: Evaluation with Physiological Signal Metrics, Classifiers, and Expert Listening
语音合成 | 7.1/10
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Foley-Omni: A Unified Multimodal Generation Model from Task-Level Audio Synthesis to Complete Video Soundtrack Generation
音频生成 | 7/10
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WavTTS: Towards High-Quality Zero-Shot TTS via Direct Raw Waveform Modeling
语音合成 | 9.2/10
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DUET: Unified Dual-Space Emotion Control for Diffusion and Flow-Matching Driven Text-to-Speech
语音合成 | 7.1/10
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AnchorSteer: Self-Discovered Concept Injection for Structure-Preserving Music Editing
音乐生成 | 8.6/10
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不可听水印为何在扩散重生面前失效：DiffErase 的黑盒去除与保真权衡
针对语音/音乐/环境声的神经音频水印，DiffErase 在不查询检测器且不知水印方案的黑盒条件下，通过梅尔频谱的中间噪声扰动与预训练扩散去噪重生实现去除，并在五种水印系统上将检测 TPR 降至近 0 的同时以 t* 控制保真度代价。
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Chatterbox-Flash: Prior-Calibrated Block Diffusion for Streaming Zero-Shot TTS
语音合成 | 10/10
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ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment
语音合成 | 9.3/10
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SwanVoice: Expressive Long-Form Zero-Shot Speech Synthesis for Both Monologue and Dialogue
语音合成 | 8.9/10