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 117 篇，第 1 / 3 页

1. CVPR 20233D Line Mapping Revisited
2. CVPR 2023Accelerated Coordinate Encoding: Learning to Relocalize in Minutes Using RGB and Poses
3. CVPR 2023AVFace: Towards Detailed Audio-Visual 4D Face Reconstruction
4. CVPR 2023AVFormer: Injecting Vision Into Frozen Speech Models for Zero-Shot AV-ASR
5. CVPR 2023Co-Speech Gesture Synthesis by Reinforcement Learning With Contrastive Pre-Trained Rewards
6. CVPR 2023CodeTalker: Speech-Driven 3D Facial Animation With Discrete Motion Prior
7. CVPR 2023Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio-Visual Event Perception
8. CVPR 2023Dense-Localizing Audio-Visual Events in Untrimmed Videos: A Large-Scale Benchmark and Baseline
9. CVPR 2023DiffTalk: Crafting Diffusion Models for Generalized Audio-Driven Portraits Animation
10. CVPR 2023Enhancing Deformable Local Features by Jointly Learning To Detect and Describe Keypoints
11. CVPR 2023Generalizable Implicit Neural Representations via Instance Pattern Composers
12. CVPR 2023Generating Holistic 3D Human Motion From Speech
13. CVPR 2023Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning
14. CVPR 2023Learning To Dub Movies via Hierarchical Prosody Models
15. CVPR 2023Megahertz Light Steering Without Moving Parts
16. CVPR 2023Novel-View Acoustic Synthesis
17. CVPR 2023Parametric Implicit Face Representation for Audio-Driven Facial Reenactment
18. CVPR 2023Perception and Semantic Aware Regularization for Sequential Confidence Calibration
19. CVPR 2023QPGesture: Quantization-Based and Phase-Guided Motion Matching for Natural Speech-Driven Gesture Generation
20. CVPR 2023ReVISE: Self-Supervised Speech Resynthesis With Visual Input for Universal and Generalized Speech Regeneration
21. CVPR 2023SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation
22. CVPR 2023StyleSync: High-Fidelity Generalized and Personalized Lip Sync in Style-Based Generator
23. CVPR 2023SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision
24. CVPR 2023Taming Diffusion Models for Audio-Driven Co-Speech Gesture Generation
25. CVPR 2023The ObjectFolder Benchmark: Multisensory Learning With Neural and Real Objects
26. CVPR 2023Watch or Listen: Robust Audio-Visual Speech Recognition With Visual Corruption Modeling and Reliability Scoring
27. CVPR 2023Weakly Supervised Video Emotion Detection and Prediction via Cross-Modal Temporal Erasing Network
28. ICLR 2023An efficient encoder-decoder architecture with top-down attention for speech separation
29. ICLR 2023Anisotropic Message Passing: Graph Neural Networks with Directional and Long-Range Interactions
30. ICLR 2023Bag of Tricks for Unsupervised Text-to-Speech
31. ICLR 2023BAYES RISK CTC: CONTROLLABLE CTC ALIGNMENT IN SEQUENCE-TO-SEQUENCE TASKS
32. ICLR 2023BigVGAN: A Universal Neural Vocoder with Large-Scale Training
33. ICLR 2023Bridging the Gap between ANNs and SNNs by Calibrating Offset Spikes
34. ICLR 2023Contextual bandits with concave rewards, and an application to fair ranking
35. ICLR 2023Continual Transformers: Redundancy-Free Attention for Online Inference
36. ICLR 2023Continuous pseudo-labeling from the start
37. ICLR 2023D4AM: A General Denoising Framework for Downstream Acoustic Models
38. ICLR 2023Deep Learning on Implicit Neural Representations of Shapes
39. ICLR 2023Defending against Adversarial Audio via Diffusion Model
40. ICLR 2023Filter-Recovery Network for Multi-Speaker Audio-Visual Speech Separation
41. ICLR 2023GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis
42. ICLR 2023Harnessing Out-Of-Distribution Examples via Augmenting Content and Style
43. ICLR 2023Jointly Learning Visual and Auditory Speech Representations from Raw Data
44. ICLR 2023Learning Multimodal Data Augmentation in Feature Space
45. ICLR 2023Liquid Structural State-Space Models
46. ICLR 2023Mega: Moving Average Equipped Gated Attention
47. ICLR 2023Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport
48. ICLR 2023NANSY++: Unified Voice Synthesis with Neural Analysis and Synthesis
49. ICLR 2023Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning
50. ICLR 2023Revisiting the Entropy Semiring for Neural Speech Recognition

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。