音频生成论文趋势 2023–2026

音乐与音效生成

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 357 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

音频生成论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
20238611732
20241822161773
202532431031116
202621642526136

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部音频生成论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 116 篇，第 1 / 3 页

  1. CVPR 2025Animate and Sound an Image
  2. CVPR 2025AudCast: Audio-Driven Human Video Generation by Cascaded Diffusion Transformers
  3. CVPR 2025Co-Speech Gesture Video Generation with Implicit Motion-Audio Entanglement
  4. CVPR 2025Customized Condition Controllable Generation for Video Soundtrack
  5. CVPR 2025DistinctAD: Distinctive Audio Description Generation in Contexts
  6. CVPR 2025EmotiveTalk: Expressive Talking Head Generation through Audio Information Decoupling and Emotional Video Diffusion
  7. CVPR 2025Enhancing Dance-to-Music Generation via Negative Conditioning Latent Diffusion Model
  8. CVPR 2025Exploring Timeline Control for Facial Motion Generation
  9. CVPR 2025FilmComposer: LLM-Driven Music Production for Silent Film Clips
  10. CVPR 2025Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows
  11. CVPR 2025Hearing Hands: Generating Sounds from Physical Interactions in 3D Scenes
  12. CVPR 2025Improving Sound Source Localization with Joint Slot Attention on Image and Audio
  13. CVPR 2025INFP: Audio-Driven Interactive Head Generation in Dyadic Conversations
  14. CVPR 2025KeyFace: Expressive Audio-Driven Facial Animation for Long Sequences via KeyFrame Interpolation
  15. CVPR 2025Learning to Highlight Audio by Watching Movies
  16. CVPR 2025Let's Chorus: Partner-aware Hybrid Song-Driven 3D Head Animation
  17. CVPR 2025MoEE: Mixture of Emotion Experts for Audio-Driven Portrait Animation
  18. CVPR 2025Object-aware Sound Source Localization via Audio-Visual Scene Understanding
  19. CVPR 2025OmniFlow: Any-to-Any Generation with Multi-Modal Rectified Flows
  20. CVPR 2025Revisiting Audio-Visual Segmentation with Vision-Centric Transformer
  21. CVPR 2025Seeing Speech and Sound: Distinguishing and Locating Audio Sources in Visual Scenes
  22. CVPR 2025Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation
  23. CVPR 2025Sonic: Shifting Focus to Global Audio Perception in Portrait Animation
  24. CVPR 2025Sound Bridge: Associating Egocentric and Exocentric Videos via Audio Cues
  25. CVPR 2025Supervising Sound Localization by In-the-wild Egomotion
  26. CVPR 2025Synchronized Video-to-Audio Generation via Mel Quantization-Continuum Decomposition
  27. CVPR 2025Teller: Real-Time Streaming Audio-Driven Portrait Animation with Autoregressive Motion Generation
  28. CVPR 2025Video-Guided Foley Sound Generation with Multimodal Controls
  29. CVPR 2025VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling
  30. CVPR 2025VinTAGe: Joint Video and Text Conditioning for Holistic Audio Generation
  31. CVPR 2025Wav2Sem: Plug-and-Play Audio Semantic Decoupling for 3D Speech-Driven Facial Animation
  32. ICLR 2025A Theory for Token-Level Harmonization in Retrieval-Augmented Generation
  33. ICLR 2025Agents' Room: Narrative Generation through Multi-step Collaboration
  34. ICLR 2025ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation
  35. ICLR 2025Automated Proof Generation for Rust Code via Self-Evolution
  36. ICLR 2025BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
  37. ICLR 2025Both Ears Wide Open: Towards Language-Driven Spatial Audio Generation
  38. ICLR 2025Cached Multi-Lora Composition for Multi-Concept Image Generation
  39. ICLR 2025Contrastive Learning from Synthetic Audio Doppelgängers
  40. ICLR 2025CyberHost: A One-stage Diffusion Framework for Audio-driven Talking Body Generation
  41. ICLR 2025Decoupling Layout from Glyph in Online Chinese Handwriting Generation
  42. ICLR 2025Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models
  43. ICLR 2025Diversity-Rewarded CFG Distillation
  44. ICLR 2025ECHOPulse: ECG Controlled Echocardio-gram Video Generation
  45. ICLR 2025EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation
  46. ICLR 2025Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation
  47. ICLR 2025Hydra-SGG: Hybrid Relation Assignment for One-stage Scene Graph Generation
  48. ICLR 2025ImageFolder: Autoregressive Image Generation with Folded Tokens
  49. ICLR 2025IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts
  50. ICLR 2025Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查音频生成在 ICLR 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "audio-generation"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇音频生成论文？
共 357 篇，按年份分别是 2023 年 32 篇、2024 年 73 篇、2025 年 116 篇、2026 年 136 篇。
NeurIPS 2026 有多少篇音频生成论文？
NeurIPS 2026 有 21 篇音频生成论文，上一届是 32 篇。
ICLR 2026 有多少篇音频生成论文？
ICLR 2026 有 64 篇音频生成论文，上一届是 43 篇。
ICML 2026 有多少篇音频生成论文？
ICML 2026 有 25 篇音频生成论文，上一届是 10 篇。
CVPR 2026 有多少篇音频生成论文？
CVPR 2026 有 26 篇音频生成论文，上一届是 31 篇。
哪个会议的音频生成论文最多？
ICLR，2023–2026 年共 135 篇。

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