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

73 papers, page 1 of 2

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

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.