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 357 篇，第 7 / 8 页

  1. ICML 2024LLark: A Multimodal Instruction-Following Language Model for Music
  2. ICML 2024MusicFlow: Cascaded Flow Matching for Text Guided Music Generation
  3. ICML 2024MusicRL: Aligning Music Generation to Human Preferences
  4. ICML 2024Prompt-guided Precise Audio Editing with Diffusion Models
  5. ICML 2024Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion
  6. ICML 2024Time Weaver: A Conditional Time Series Generation Model
  7. ICML 2024UniAudio: Towards Universal Audio Generation with Large Language Models
  8. NeurIPS 2024Acoustic Volume Rendering for Neural Impulse Response Fields
  9. NeurIPS 2024AudioMarkBench: Benchmarking Robustness of Audio Watermarking
  10. NeurIPS 2024Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation
  11. NeurIPS 2024EffiBench: Benchmarking the Efficiency of Automatically Generated Code
  12. NeurIPS 2024Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow Matching
  13. NeurIPS 2024Learning Spatially-Aware Language and Audio Embeddings
  14. NeurIPS 2024MimicTalk: Mimicking a personalized and expressive 3D talking face in minutes
  15. NeurIPS 2024MoMu-Diffusion: On Learning Long-Term Motion-Music Synchronization and Correspondence
  16. NeurIPS 2024RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization
  17. NeurIPS 2024SCOREQ: Speech Quality Assessment with Contrastive Regression
  18. NeurIPS 2024SongCreator: Lyrics-based Universal Song Generation
  19. NeurIPS 2024SpeechAlign: Aligning Speech Generation to Human Preferences
  20. NeurIPS 2024Spike-based Neuromorphic Model for Sound Source Localization
  21. NeurIPS 2024Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling
  22. NeurIPS 2024The iNaturalist Sounds Dataset
  23. NeurIPS 2024UniAudio 1.5: Large Language Model-Driven Audio Codec is A Few-Shot Audio Task Learner
  24. NeurIPS 2024VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time
  25. NeurIPS 2024Vocal Call Locator Benchmark (VCL) for localizing rodent vocalizations from multi-channel audio
  26. CVPR 2023Audio-Visual Grouping Network for Sound Localization From Mixtures
  27. CVPR 2023CASP-Net: Rethinking Video Saliency Prediction From an Audio-Visual Consistency Perceptual Perspective
  28. CVPR 2023Conditional Generation of Audio From Video via Foley Analogies
  29. CVPR 2023DiffTalk: Crafting Diffusion Models for Generalized Audio-Driven Portraits Animation
  30. CVPR 2023EDGE: Editable Dance Generation From Music
  31. CVPR 2023High-Fidelity Generalized Emotional Talking Face Generation With Multi-Modal Emotion Space Learning
  32. CVPR 2023Identity-Preserving Talking Face Generation With Landmark and Appearance Priors
  33. CVPR 2023iQuery: Instruments As Queries for Audio-Visual Sound Separation
  34. CVPR 2023LipFormer: High-Fidelity and Generalizable Talking Face Generation With a Pre-Learned Facial Codebook
  35. CVPR 2023MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation
  36. CVPR 2023Music-Driven Group Choreography
  37. CVPR 2023Parametric Implicit Face Representation for Audio-Driven Facial Reenactment
  38. CVPR 2023SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation
  39. CVPR 2023Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert
  40. CVPR 2023Sound to Visual Scene Generation by Audio-to-Visual Latent Alignment
  41. CVPR 2023Taming Diffusion Models for Audio-Driven Co-Speech Gesture Generation
  42. CVPR 2023UDE: A Unified Driving Engine for Human Motion Generation
  43. ICLR 2023AudioGen: Textually Guided Audio Generation
  44. ICLR 2023BigVGAN: A Universal Neural Vocoder with Large-Scale Training
  45. ICLR 2023Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation
  46. ICLR 2023FIGARO: Controllable Music Generation using Learned and Expert Features
  47. ICLR 2023GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis
  48. ICLR 2023wav2tok: Deep Sequence Tokenizer for Audio Retrieval
  49. ICML 2023Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models
  50. NeurIPS 2023AUDIT: Audio Editing by Following Instructions with Latent Diffusion Models

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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