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 73 篇，第 1 / 2 页

  1. CVPR 2024Bidirectional Autoregessive Diffusion Model for Dance Generation
  2. CVPR 2024C3Net: Compound Conditioned ControlNet for Multimodal Content Generation
  3. CVPR 2024CoDi-2: In-Context Interleaved and Interactive Any-to-Any Generation
  4. CVPR 2024Cyclic Learning for Binaural Audio Generation and Localization
  5. CVPR 2024Diff-BGM: A Diffusion Model for Video Background Music Generation
  6. CVPR 2024DiVAS: Video and Audio Synchronization with Dynamic Frame Rates
  7. CVPR 2024EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling
  8. CVPR 2024FaceChain-ImagineID: Freely Crafting High-Fidelity Diverse Talking Faces from Disentangled Audio
  9. CVPR 2024FaceTalk: Audio-Driven Motion Diffusion for Neural Parametric Head Models
  10. CVPR 2024FlowVQTalker: High-Quality Emotional Talking Face Generation through Normalizing Flow and Quantization
  11. CVPR 2024From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations
  12. CVPR 2024Holodeck: Language Guided Generation of 3D Embodied AI Environments
  13. CVPR 2024Learning to Visually Localize Sound Sources from Mixtures without Prior Source Knowledge
  14. CVPR 2024POPDG: Popular 3D Dance Generation with PopDanceSet
  15. CVPR 2024Seeing and Hearing: Open-domain Visual-Audio Generation with Diffusion Latent Aligners
  16. CVPR 2024SoundingActions: Learning How Actions Sound from Narrated Egocentric Videos
  17. CVPR 2024Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-speech Gesture Generation
  18. ICLR 2024Adaptive Self-training Framework for Fine-grained Scene Graph Generation
  19. ICLR 2024AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation
  20. ICLR 2024CoBIT: A Contrastive Bi-directional Image-Text Generation Model
  21. ICLR 2024CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules
  22. ICLR 2024Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data
  23. ICLR 2024Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation
  24. ICLR 2024EMO: EARTH MOVER DISTANCE OPTIMIZATION FOR AUTO-REGRESSIVE LANGUAGE MODELING
  25. ICLR 2024Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models
  26. ICLR 2024FLD: Fourier Latent Dynamics for Structured Motion Representation and Learning
  27. ICLR 2024Generative Human Motion Stylization in Latent Space
  28. ICLR 2024Masked Audio Generation using a Single Non-Autoregressive Transformer
  29. ICLR 2024MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
  30. ICLR 2024Multi-Source Diffusion Models for Simultaneous Music Generation and Separation
  31. ICLR 2024Retrieval is Accurate Generation
  32. ICLR 2024Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation
  33. ICLR 2024SALMONN: Towards Generic Hearing Abilities for Large Language Models
  34. ICLR 2024Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
  35. ICLR 2024Tailoring Self-Rationalizers with Multi-Reward Distillation
  36. ICLR 2024Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis
  37. ICLR 2024Weakly-supervised Audio Separation via Bi-modal Semantic Similarity
  38. ICLR 2024What does the Knowledge Neuron Thesis Have to do with Knowledge?
  39. ICLR 2024Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models
  40. ICML 2024An Independence-promoting Loss for Music Generation with Language Models
  41. ICML 2024AND: Audio Network Dissection for Interpreting Deep Acoustic Models
  42. ICML 2024Creative Text-to-Audio Generation via Synthesizer Programming
  43. ICML 2024D-Flow: Differentiating through Flows for Controlled Generation
  44. ICML 2024DFlow: A Generative Model Combining Denoising AutoEncoder and Normalizing Flow for High Fidelity Waveform Generation
  45. ICML 2024DITTO: Diffusion Inference-Time T-Optimization for Music Generation
  46. ICML 2024Fast Timing-Conditioned Latent Audio Diffusion
  47. ICML 2024From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and Generation
  48. ICML 2024Listenable Maps for Audio Classifiers
  49. ICML 2024LLark: A Multimodal Instruction-Following Language Model for Music
  50. ICML 2024MusicFlow: Cascaded Flow Matching for Text Guided Music Generation

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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