应用 · speech and audio论文趋势 2023–2026

主要结论

• 应用 · speech and audio论文从 2023 年的 117 篇增长到 2026 年的 823 篇，三年间扩大到约 7.0 倍。
• ICLR 是发应用 · speech and audio论文最多的会议，2023–2026 年共 898 篇，占四个会议总量的 52%。
• 交叉方向里涨得最快的是应用 · computer vision：同时属于两个主题的论文从 2023 年的 0 篇增至 2026 年的 292 篇。
• 在「应用领域」的 10 个主题里，它的 2026 年论文数排第 3；同组增长最快的应用 · health medicine是 61 倍，应用 · speech and audio是 7.0 倍。

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

• NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
• ICML 2026(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations
• ICLR 2026A Scene is Worth a Thousand Features: Feed-Forward Camera Localization from a Collection of Image Features
• CVPR 2026Globscope Toward a Global View of the Loss Landscape
• NeurIPS 2025AHa-Bench: Benchmarking Audio Hallucinations in Large Audio-Language Models
• ICML 2025A Variational Framework for Improving Naturalness in Generative Spoken Language Models
• ICLR 2025A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis
• CVPR 2025Blurred LiDAR for Sharper 3D: Robust Handheld 3D Scanning with Diffuse LiDAR and RGB
• NeurIPS 2024Acoustic Volume Rendering for Neural Impulse Response Fields
• ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
• ICLR 2024Dynamic Neural Response Tuning
• CVPR 2024DiVAS: Video and Audio Synchronization with Dynamic Frame Rates
• NeurIPS 2023[Re] Exploring the Role of Grammar and Word Choice in Bias Toward African American English (AAE) in Hate Speech Classification
• ICML 2023Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations
• ICLR 2023An efficient encoder-decoder architecture with top-down attention for speech separation
• CVPR 20233D Line Mapping Revisited
• NeurIPS 2026Approximate Matrix–Vectors Under a Bounded $\ell_1$ Assumption and Applications to Kernel Matrices
• ICML 2026AudioChat: Unified Audio Storytelling, Editing, and Understanding with Transfusion Forcing
• ICLR 2026A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models
• CVPR 2026Hierarchical Codec Diffusion for Video-to-Speech Generation

全部应用 · speech and audio论文

共 162 篇，第 1 / 4 页

1. CVPR 2026AudioAvatar Personalized Audio-driven Whole-body Talking Avatars
2. CVPR 2026AudioStory Generating Long-Form Narrative Audio with Large Language Models
3. CVPR 2026AV-Reasoner Improving and Benchmarking Clue-Grounded Audio-Visual Counting for MLLMs
4. CVPR 2026AVATAR Reinforcement Learning to See Hear and Reason Over Video
5. CVPR 2026AVFakeBench A Comprehensive Audio-Video Forgery Detection Benchmark for AV-LMMs
6. CVPR 2026Bootstrap Your Own AV-Proxies Adaptive Contrastive and Prototype Learning for
7. CVPR 2026CineSRD Leveraging Visual Acoustic and Linguistic Cues for Open-World Visual
8. CVPR 2026Cleaning the Pool Progressive Filtering of Unlabeled Pools in Deep
9. CVPR 2026Do You Have Freestyle Expressive Humanoid Locomotion via Audio Control
10. CVPR 2026EI-PartExplode for Completion and Implode for Refinement
11. CVPR 2026EmoThinker Advancing Visual-Acoustic Emotion Analysis via Structural Token Selection and
12. CVPR 2026FlashLips 100-FPS Mask-Free Latent Lip-Sync using Reconstruction Instead of Diffusion
13. CVPR 2026Generate Analyze and Refine Training-Free Sound Source Localization via MLLM
14. CVPR 2026Globscope Toward a Global View of the Loss Landscape
15. CVPR 2026Harmony Harmonizing Audio and Video Generation through Cross-Task Synergy
16. CVPR 2026Hierarchical Codec Diffusion for Video-to-Speech Generation
17. CVPR 2026How Far Can We Go With Synthetic Data for Audio-Visual
18. CVPR 2026InfinityHuman Towards Long-Term Audio-Driven Human Animation
19. CVPR 2026Label What Matters Modality-Balanced and Difficulty-Aware Multimodal Active Learning
20. CVPR 2026Learning Forgery-Aware Lip Representations Without Forgery Priors
21. CVPR 2026LiveGesture Streamable Co-Speech Gesture Generation Model
22. CVPR 2026MOMO Mars Orbital MOdel Foundation Model for Mars Orbital Applications
23. CVPR 2026MusicInfuser Making Video Diffusion Listen and Dance
24. CVPR 2026NTK-Guided Implicit Neural Teaching
25. CVPR 2026OmniSonic Towards Universal and Holistic Audio Generation from Video and
26. CVPR 2026OmniZip Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language
27. CVPR 2026OmniZip Learning a Unified and Lightweight Lossless Compressor for Multi-Modal
28. CVPR 2026PC-Talk Precise Facial Animation Control for Audio-Driven Talking Face Generation
29. CVPR 2026Pushing the Frontier of Audiovisual Perception with Large-Scale Multimodal Correspondence
30. CVPR 2026SAVE Speech-Aware Video Representation Learning for Video-Text Retrieval
31. CVPR 2026SeD-UD An Influence-Driven and Hierarchically-Decoupled Information Bottleneck for Multimodal Intent
32. CVPR 2026Semantic Noise Reduction via Teacher-Guided Dual-Path Audio-Visual Representation Learning
33. CVPR 2026SonoWorld From One Image to a 3D Audio-Visual Scene
34. CVPR 2026SOUPLE Enhancing Audio-Visual Localization and Segmentation with Learnable Prompt Contexts
35. CVPR 2026Stronger Normalization-Free Transformers
36. CVPR 2026SVHalluc Benchmarking Speech-Vision Hallucination in Audio-Visual Large Language Models
37. CVPR 2026SyncDreamer Controllable and Expressive Avatar Generation Beyond the Talking Head
38. CVPR 2026Talking Together Synthesizing Co-Located 3D Conversations from Audio
39. CVPR 2026TAPE Task-Adaptive Prototype Evolution in Audio-Language Models for Fully Few-shot
40. CVPR 2026Towards High-resolution and Disentangled Reference-based Sketch Colorization
41. CVPR 2026TR2M Transferring Monocular Relative Depth to Metric Depth with Language
42. CVPR 2026UniAVGen Unified Audio and Video Generation with Asymmetric Cross-Modal Interactions
43. CVPR 2026UniLS End-to-End Audio-Driven Avatars for Unified Listening and Speaking
44. CVPR 2026UniM A Unified Any-to-Any Interleaved Multimodal Benchmark
45. CVPR 2026Unlocking Strong Supervision A Data-Centric Study of General-Purpose Audio Pre-Training
46. CVPR 2026Vision-Speech Models Teaching Speech Models to Converse about Images
47. CVPR 2026Volumetric Functional Maps
48. CVPR 2026Watch and Learn Learning to Use Computers from Online Videos
49. CVPR 2025Adapting to the Unknown: Training-Free Audio-Visual Event Perception with Dynamic Thresholds
50. CVPR 2025AudCast: Audio-Driven Human Video Generation by Cascaded Diffusion Transformers

常见问题

2023–2026 年四大会议一共有多少篇应用 · speech and audio论文？

共 1,722 篇，按年份分别是 2023 年 117 篇、2024 年 277 篇、2025 年 505 篇、2026 年 823 篇。

NeurIPS 2026 有多少篇应用 · speech and audio论文？

NeurIPS 2026 有 153 篇应用 · speech and audio论文，上一届是 98 篇。

ICLR 2026 有多少篇应用 · speech and audio论文？

ICLR 2026 有 451 篇应用 · speech and audio论文，上一届是 292 篇。

ICML 2026 有多少篇应用 · speech and audio论文？

ICML 2026 有 171 篇应用 · speech and audio论文，上一届是 72 篇。

CVPR 2026 有多少篇应用 · speech and audio论文？

CVPR 2026 有 48 篇应用 · speech and audio论文，上一届是 43 篇。

哪个会议的应用 · speech and audio论文最多？

ICLR，2023–2026 年共 898 篇。