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 505 篇，第 1 / 11 页

1. CVPR 2025Adapting to the Unknown: Training-Free Audio-Visual Event Perception with Dynamic Thresholds
2. CVPR 2025AudCast: Audio-Driven Human Video Generation by Cascaded Diffusion Transformers
3. CVPR 2025Audio-Visual Semantic Graph Network for Audio-Visual Event Localization
4. CVPR 2025AVQACL: A Novel Benchmark for Audio-Visual Question Answering Continual Learning
5. CVPR 2025Blurred LiDAR for Sharper 3D: Robust Handheld 3D Scanning with Diffuse LiDAR and RGB
6. CVPR 2025CASP: Consistency-aware Audio-induced Saliency Prediction Model for Omnidirectional Video
7. CVPR 2025Circumventing Shortcuts in Audio-visual Deepfake Detection Datasets with Unsupervised Learning
8. CVPR 2025Co-Speech Gesture Video Generation with Implicit Motion-Audio Entanglement
9. CVPR 2025Crab: A Unified Audio-Visual Scene Understanding Model with Explicit Cooperation
10. CVPR 2025Dynamic Camera Poses and Where to Find Them
11. CVPR 2025Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics
12. CVPR 2025EchoMimicV2: Towards Striking, Simplified, and Semi-Body Human Animation
13. CVPR 2025EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing
14. CVPR 2025EmotiveTalk: Expressive Talking Head Generation through Audio Information Decoupling and Emotional Video Diffusion
15. CVPR 2025EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions
16. CVPR 2025Event Fields: Capturing Light Fields at High Speed, Resolution, and Dynamic Range
17. CVPR 2025From Faces to Voices: Learning Hierarchical Representations for High-quality Video-to-Speech
18. CVPR 2025Hearing Hands: Generating Sounds from Physical Interactions in 3D Scenes
19. CVPR 2025HOP: Heterogeneous Topology-based Multimodal Entanglement for Co-Speech Gesture Generation
20. CVPR 2025Improving Sound Source Localization with Joint Slot Attention on Image and Audio
21. CVPR 2025Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power Applications
22. CVPR 2025Integral Fast Fourier Color Constancy
23. CVPR 2025KeyFace: Expressive Audio-Driven Facial Animation for Long Sequences via KeyFrame Interpolation
24. CVPR 2025Language-Guided Audio-Visual Learning for Long-Term Sports Assessment
25. CVPR 2025Let's Chorus: Partner-aware Hybrid Song-Driven 3D Head Animation
26. CVPR 2025LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos
27. CVPR 2025Model Diagnosis and Correction via Linguistic and Implicit Attribute Editing
28. CVPR 2025MoEE: Mixture of Emotion Experts for Audio-Driven Portrait Animation
29. CVPR 2025PAVE: Patching and Adapting Video Large Language Models
30. CVPR 2025Perceptually Accurate 3D Talking Head Generation: New Definitions, Speech-Mesh Representation, and Evaluation Metrics
31. CVPR 2025Prosody-Enhanced Acoustic Pre-training and Acoustic-Disentangled Prosody Adapting for Movie Dubbing
32. CVPR 2025SAM2-LOVE: Segment Anything Model 2 in Language-aided Audio-Visual Scenes
33. CVPR 2025Seeing Speech and Sound: Distinguishing and Locating Audio Sources in Visual Scenes
34. CVPR 2025SFDM: Robust Decomposition of Geometry and Reflectance for Realistic Face Rendering from Sparse-view Images
35. CVPR 2025Sonic: Shifting Focus to Global Audio Perception in Portrait Animation
36. CVPR 2025Sound Bridge: Associating Egocentric and Exocentric Videos via Audio Cues
37. CVPR 2025Teller: Real-Time Streaming Audio-Driven Portrait Animation with Autoregressive Motion Generation
38. CVPR 2025The Language of Motion: Unifying Verbal and Non-verbal Language of 3D Human Motion
39. CVPR 2025Towards High-fidelity 3D Talking Avatar with Personalized Dynamic Texture
40. CVPR 2025Towards Lossless Implicit Neural Representation via Bit Plane Decomposition
41. CVPR 2025UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing
42. CVPR 2025VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis
43. CVPR 2025Wav2Sem: Plug-and-Play Audio Semantic Decoupling for 3D Speech-Driven Facial Animation
44. ICLR 2025$\gamma-$MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models
45. ICLR 20253D StreetUnveiler with Semantic-aware 2DGS - a simple baseline
46. ICLR 20256D Object Pose Tracking in Internet Videos for Robotic Manipulation
47. ICLR 2025A CLIP-Powered Framework for Robust and Generalizable Data Selection
48. ICLR 2025A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis
49. ICLR 2025A Second-Order Perspective on Model Compositionality and Incremental Learning
50. ICLR 2025Action Sequence Augmentation for Action Anticipation

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。