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 136 篇，第 1 / 3 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. ICLR 20263D Scene Prompting for Scene-Consistent Camera-Controllable Video Generation
  28. ICLR 2026AC-Foley: Reference-Audio-Guided Video-to-Audio Synthesis with Acoustic Transfer
  29. ICLR 2026AQuA: Toward Strategic Response Generation for Ambiguous Visual Questions
  30. ICLR 2026Arbitrary-Shaped Image Generation via Spherical Neural Field Diffusion
  31. ICLR 2026AudioTrust: Benchmarking The Multifaceted Trustworthiness of Audio Large Language Models
  32. ICLR 2026AudioX: A Unified Framework for Anything-to-Audio Generation
  33. ICLR 2026Aurelius: Relation Aware Text-to-Audio Generation At Scale
  34. ICLR 2026Captain Cinema: Towards Short Movie Generation
  35. ICLR 2026CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo Filter
  36. ICLR 2026CIAR: Interval-based Collaborative Decoding for Image Generation Acceleration
  37. ICLR 2026CoDi: Subject-Consistent and Pose-Diverse Text-to-Image Generation
  38. ICLR 2026Color3D: Controllable and Consistent 3D Colorization with Personalized Colorizer
  39. ICLR 2026ContextGen: Contextual Layout Anchoring for Identity-Consistent Multi-Instance Generation
  40. ICLR 2026Continuous Audio Language Models
  41. ICLR 2026Deep Global-sense Hard-negative Discriminative Generation Hashing for Cross-modal Retrieval
  42. ICLR 2026DVD-Quant: Data-free Video Diffusion Transformers Quantization
  43. ICLR 2026Evolving Graph Structured Programs for Circuit Generation with Large Language Models
  44. ICLR 2026FilMaster: Bridging Cinematic Principles and Generative AI for Automated Film Generation
  45. ICLR 2026FlexiCodec: A Dynamic Neural Audio Codec for Low Frame Rates
  46. ICLR 2026Flow2GAN: Hybrid Flow Matching and GAN with Multi-Resolution Network for One-/Two-step High-Fidelity Audio Generation
  47. ICLR 2026From Verifiable Dot to Reward Chain: Harnessing Verifiable Reference-based Rewards for Reinforcement Learning of Open-ended Generation
  48. ICLR 2026Generative Adversarial Post-Training Mitigates Reward Hacking in Live Human-AI Music Interaction
  49. ICLR 2026InterActHuman: Multi-Concept Human Animation with Layout-Aligned Audio Conditions
  50. ICLR 2026JALMBench: Benchmarking Jailbreak Vulnerabilities in Audio Language 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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