Audio Generation papers, 2023–2026

Key findings

• Audio Generation went from 32 papers in 2023 to 136 in 2026, roughly 4.3x in three years.
• ICLR publishes the most Audio Generation work: 135 papers from 2023 to 2026, 38% of the four-venue total.
• The fastest-growing overlap is with Applications · computer vision: papers tagged with both rose from 0 in 2023 to 16 in 2026.
• Among the 5 topics under Audio and Speech, it ranks #3 by 2026 paper count; the fastest grower in the group, Audio-Visual Learning, is up 1.8x versus 4.3x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026A Unified Audio Language Model with Text-Aligned Factorized Audio Tokenization
• ICML 2026PHALAR: Phasors for Learned Musical Audio Representations
• ICLR 2026AC-Foley: Reference-Audio-Guided Video-to-Audio Synthesis with Acoustic Transfer
• CVPR 2026AudioStory Generating Long-Form Narrative Audio with Large Language Models
• NeurIPS 2025🎧MOSPA: Human Motion Generation Driven by Spatial Audio
• ICML 2025Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities
• ICLR 2025ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation
• CVPR 2025AudCast: Audio-Driven Human Video Generation by Cascaded Diffusion Transformers
• NeurIPS 2024Vocal Call Locator Benchmark (VCL) for localizing rodent vocalizations from multi-channel audio
• ICML 2024An Independence-promoting Loss for Music Generation with Language Models
• ICLR 2024Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models
• CVPR 2024FlowVQTalker: High-Quality Emotional Talking Face Generation through Normalizing Flow and Quantization
• NeurIPS 2023High-Fidelity Audio Compression with Improved RVQGAN
• ICML 2023Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models
• ICLR 2023AudioGen: Textually Guided Audio Generation
• CVPR 2023Conditional Generation of Audio From Video via Foley Analogies
• NeurIPS 2026AudioCALM: Continuous Autoregressive Language Modeling for Universal Audio Generation
• ICML 2026SonicMaster: Towards Controllable All-in-One Music Restoration and Mastering
• ICLR 2026AudioX: A Unified Framework for Anything-to-Audio Generation
• CVPR 2026Avatar Forcing Real-Time Interactive Head Avatar Generation for Natural Conversation

All Audio Generation papers

135 papers, page 1 of 3

1. ICLR 20263D Scene Prompting for Scene-Consistent Camera-Controllable Video Generation
2. ICLR 2026AC-Foley: Reference-Audio-Guided Video-to-Audio Synthesis with Acoustic Transfer
3. ICLR 2026AQuA: Toward Strategic Response Generation for Ambiguous Visual Questions
4. ICLR 2026Arbitrary-Shaped Image Generation via Spherical Neural Field Diffusion
5. ICLR 2026AudioTrust: Benchmarking The Multifaceted Trustworthiness of Audio Large Language Models
6. ICLR 2026AudioX: A Unified Framework for Anything-to-Audio Generation
7. ICLR 2026Aurelius: Relation Aware Text-to-Audio Generation At Scale
8. ICLR 2026Captain Cinema: Towards Short Movie Generation
9. ICLR 2026CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo Filter
10. ICLR 2026CIAR: Interval-based Collaborative Decoding for Image Generation Acceleration
11. ICLR 2026CoDi: Subject-Consistent and Pose-Diverse Text-to-Image Generation
12. ICLR 2026Color3D: Controllable and Consistent 3D Colorization with Personalized Colorizer
13. ICLR 2026ContextGen: Contextual Layout Anchoring for Identity-Consistent Multi-Instance Generation
14. ICLR 2026Continuous Audio Language Models
15. ICLR 2026Deep Global-sense Hard-negative Discriminative Generation Hashing for Cross-modal Retrieval
16. ICLR 2026DVD-Quant: Data-free Video Diffusion Transformers Quantization
17. ICLR 2026Evolving Graph Structured Programs for Circuit Generation with Large Language Models
18. ICLR 2026FilMaster: Bridging Cinematic Principles and Generative AI for Automated Film Generation
19. ICLR 2026FlexiCodec: A Dynamic Neural Audio Codec for Low Frame Rates
20. ICLR 2026Flow2GAN: Hybrid Flow Matching and GAN with Multi-Resolution Network for One-/Two-step High-Fidelity Audio Generation
21. ICLR 2026From Verifiable Dot to Reward Chain: Harnessing Verifiable Reference-based Rewards for Reinforcement Learning of Open-ended Generation
22. ICLR 2026Generative Adversarial Post-Training Mitigates Reward Hacking in Live Human-AI Music Interaction
23. ICLR 2026InterActHuman: Multi-Concept Human Animation with Layout-Aligned Audio Conditions
24. ICLR 2026JALMBench: Benchmarking Jailbreak Vulnerabilities in Audio Language Models
25. ICLR 2026JavisDiT++: Unified Modeling and Optimization for Joint Audio-Video Generation
26. ICLR 2026Latent Fourier Transform
27. ICLR 2026Learning Self-Critiquing Mechanisms for Region-Guided Chest X-Ray Report Generation
28. ICLR 2026LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora
29. ICLR 2026LLM2Fx-Tools: Tool Calling for Music Post-Production
30. ICLR 2026LumiTex: Towards High-Fidelity PBR Texture Generation with Illumination Context
31. ICLR 2026MAPSS: Manifold-based Assessment of Perceptual Source Separation
32. ICLR 2026MIMIC: Mask-Injected Manipulation Video Generation with Interaction Control
33. ICLR 2026Mixture of Contexts for Long Video Generation
34. ICLR 2026Motion-Aligned Word Embeddings for Text-to-Motion Generation
35. ICLR 2026P2P: Automated Paper-to-Poster Generation and Fine-Grained Benchmark
36. ICLR 2026PACE: Pretrained Audio Continual Learning
37. ICLR 2026Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning
38. ICLR 2026Plan then Act: Bi-level CAD Command Sequence Generation
39. ICLR 2026Preserving Forgery Artifacts: AI-Generated Video Detection at Native Scale
40. ICLR 2026QuadGPT: Native Quadrilateral Mesh Generation with Autoregressive Models
41. ICLR 2026QuantSparse: Comprehensively Compressing Video Diffusion Transformer with Model Quantization and Attention Sparsification
42. ICLR 2026ReactDance: Hierarchical Representation for High-Fidelity and Coherent Long-Form Reactive Dance Generation
43. ICLR 2026ReconViaGen: Towards Accurate Multi-view 3D Object Reconstruction via Generation
44. ICLR 2026Rethinking Radiology Report Generation: From Narrative Flow to Topic-Guided Findings
45. ICLR 2026ROGA: Scaling Generalist Agents for Office Productivity Tasks via Tool Generation
46. ICLR 2026SatDreamer360: Multiview-Consistent Generation of Ground-Level Scenes from Satellite Imagery
47. ICLR 2026SceneTransporter: Optimal Transport-Guided Compositional Latent Diffusion for Single-Image Structured 3D Scene Generation
48. ICLR 2026SongEcho: Towards Cover Song Generation via Instance-Adaptive Element-wise Linear Modulation
49. ICLR 2026Steering Autoregressive Music Generation with Recursive Feature Machines
50. ICLR 2026Syncphony: Synchronized Audio-to-Video Generation with Diffusion Transformers

FAQ

How many Audio Generation papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

357 in total: 32 in 2023, 73 in 2024, 116 in 2025, 136 in 2026.

How many Audio Generation papers are at NeurIPS 2026?

NeurIPS 2026 has 21 Audio Generation papers, versus 32 the year before.

How many Audio Generation papers are at ICLR 2026?

ICLR 2026 has 64 Audio Generation papers, versus 43 the year before.

How many Audio Generation papers are at ICML 2026?

ICML 2026 has 25 Audio Generation papers, versus 10 the year before.

How many Audio Generation papers are at CVPR 2026?

CVPR 2026 has 26 Audio Generation papers, versus 31 the year before.

Which conference publishes the most Audio Generation papers?

ICLR, with 135 papers from 2023 to 2026.