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 823 篇，第 1 / 17 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. ICLR 20263DGEER: 3D Gaussian Rendering Made Exact and Efficient for Generic Cameras
50. ICLR 20263DSMT: A Hybrid Spiking Mamba-Transformer for Point Cloud Analysis

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。