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 91 篇，第 1 / 2 页

  1. CVPR 2026Archon A Unified Multimodal Model for Holistic Digital Human Generation
  2. CVPR 2026Audio-sync Video Instance Editing with Granularity-Aware Mask Refiner
  3. CVPR 2026AudioStory Generating Long-Form Narrative Audio with Large Language Models
  4. CVPR 2026Avatar Forcing Real-Time Interactive Head Avatar Generation for Natural Conversation
  5. CVPR 2026Benchmarking Single-Factor Physical Video-to-Audio Generation
  6. CVPR 2026Do You Have Freestyle Expressive Humanoid Locomotion via Audio Control
  7. CVPR 2026Echoes Over Time Unlocking Length Generalization in Video-to-Audio Generation Models
  8. CVPR 2026EchoFoley Event-Centric Hierarchical Control for Video Grounded Creative Sound Generation
  9. CVPR 2026FoleyDesigner Immersive Stereo Foley Generation with Precise Spatio-Temporal Alignment for
  10. CVPR 2026FoleyDirector Fine-Grained Temporal Steering for Video-to-Audio Generation via Structured Scripts
  11. CVPR 2026Generate Analyze and Refine Training-Free Sound Source Localization via MLLM
  12. CVPR 2026Harmonic Canvas Inversion-Free Editing for Visually-Guided Music Style Transfer
  13. CVPR 2026Harmony Harmonizing Audio and Video Generation through Cross-Task Synergy
  14. CVPR 2026Hear What Matters Text-conditioned Selective Video-to-Audio Generation
  15. CVPR 2026Hear What You See Video-to-Audio Generation with Diffusion Transformer and
  16. CVPR 2026LiveGesture Streamable Co-Speech Gesture Generation Model
  17. CVPR 2026OmniSonic Towards Universal and Holistic Audio Generation from Video and
  18. CVPR 2026PC-Talk Precise Facial Animation Control for Audio-Driven Talking Face Generation
  19. CVPR 2026Real-Time Generation of Streamable Talking Portrait Video with Reference-Guided Deep
  20. CVPR 2026SounDiT Geo-Contextual Soundscape-to-Landscape Generation
  21. CVPR 2026SyncDreamer Controllable and Expressive Avatar Generation Beyond the Talking Head
  22. CVPR 2026Talking Together Synthesizing Co-Located 3D Conversations from Audio
  23. CVPR 2026UniAVGen Unified Audio and Video Generation with Asymmetric Cross-Modal Interactions
  24. CVPR 2026UniLS End-to-End Audio-Driven Avatars for Unified Listening and Speaking
  25. CVPR 2026Unlocking Strong Supervision A Data-Centric Study of General-Purpose Audio Pre-Training
  26. CVPR 2026VABench A Comprehensive Benchmark for Audio-Video Generation
  27. CVPR 2025Animate and Sound an Image
  28. CVPR 2025AudCast: Audio-Driven Human Video Generation by Cascaded Diffusion Transformers
  29. CVPR 2025Co-Speech Gesture Video Generation with Implicit Motion-Audio Entanglement
  30. CVPR 2025Customized Condition Controllable Generation for Video Soundtrack
  31. CVPR 2025DistinctAD: Distinctive Audio Description Generation in Contexts
  32. CVPR 2025EmotiveTalk: Expressive Talking Head Generation through Audio Information Decoupling and Emotional Video Diffusion
  33. CVPR 2025Enhancing Dance-to-Music Generation via Negative Conditioning Latent Diffusion Model
  34. CVPR 2025Exploring Timeline Control for Facial Motion Generation
  35. CVPR 2025FilmComposer: LLM-Driven Music Production for Silent Film Clips
  36. CVPR 2025Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows
  37. CVPR 2025Hearing Hands: Generating Sounds from Physical Interactions in 3D Scenes
  38. CVPR 2025Improving Sound Source Localization with Joint Slot Attention on Image and Audio
  39. CVPR 2025INFP: Audio-Driven Interactive Head Generation in Dyadic Conversations
  40. CVPR 2025KeyFace: Expressive Audio-Driven Facial Animation for Long Sequences via KeyFrame Interpolation
  41. CVPR 2025Learning to Highlight Audio by Watching Movies
  42. CVPR 2025Let's Chorus: Partner-aware Hybrid Song-Driven 3D Head Animation
  43. CVPR 2025MoEE: Mixture of Emotion Experts for Audio-Driven Portrait Animation
  44. CVPR 2025Object-aware Sound Source Localization via Audio-Visual Scene Understanding
  45. CVPR 2025OmniFlow: Any-to-Any Generation with Multi-Modal Rectified Flows
  46. CVPR 2025Revisiting Audio-Visual Segmentation with Vision-Centric Transformer
  47. CVPR 2025Seeing Speech and Sound: Distinguishing and Locating Audio Sources in Visual Scenes
  48. CVPR 2025Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation
  49. CVPR 2025Sonic: Shifting Focus to Global Audio Perception in Portrait Animation
  50. CVPR 2025Sound Bridge: Associating Egocentric and Exocentric Videos via Audio Cues

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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