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 277 篇，第 1 / 6 页

1. CVPR 2024A Study of Dropout-Induced Modality Bias on Robustness to Missing Video Frames for Audio-Visual Speech Recognition
2. CVPR 2024AV-RIR: Audio-Visual Room Impulse Response Estimation
3. CVPR 2024AV2AV: Direct Audio-Visual Speech to Audio-Visual Speech Translation with Unified Audio-Visual Speech Representation
4. CVPR 2024AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection
5. CVPR 2024Benchmarking Audio Visual Segmentation for Long-Untrimmed Videos
6. CVPR 2024Co-Speech Gesture Video Generation via Motion-Decoupled Diffusion Model
7. CVPR 2024ConvoFusion: Multi-Modal Conversational Diffusion for Co-Speech Gesture Synthesis
8. CVPR 2024Cyclic Learning for Binaural Audio Generation and Localization
9. CVPR 2024DiffSal: Joint Audio and Video Learning for Diffusion Saliency Prediction
10. CVPR 2024DiffSHEG: A Diffusion-Based Approach for Real-Time Speech-driven Holistic 3D Expression and Gesture Generation
11. CVPR 2024DiVAS: Video and Audio Synchronization with Dynamic Frame Rates
12. CVPR 2024Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
13. CVPR 2024EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling
14. CVPR 2024Emotional Speech-driven 3D Body Animation via Disentangled Latent Diffusion
15. CVPR 2024ES3: Evolving Self-Supervised Learning of Robust Audio-Visual Speech Representations
16. CVPR 2024FaceChain-ImagineID: Freely Crafting High-Fidelity Diverse Talking Faces from Disentangled Audio
17. CVPR 2024Faces that Speak: Jointly Synthesising Talking Face and Speech from Text
18. CVPR 2024FaceTalk: Audio-Driven Motion Diffusion for Neural Parametric Head Models
19. CVPR 2024From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations
20. CVPR 2024Functional Diffusion
21. CVPR 2024Garment Recovery with Shape and Deformation Priors
22. CVPR 2024Hearing Anything Anywhere
23. CVPR 2024How to Train Neural Field Representations: A Comprehensive Study and Benchmark
24. CVPR 2024Learning Adaptive Spatial Coherent Correlations for Speech-Preserving Facial Expression Manipulation
25. CVPR 2024Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos
26. CVPR 2024Makeup Prior Models for 3D Facial Makeup Estimation and Applications
27. CVPR 2024MeshPose: Unifying DensePose and 3D Body Mesh Reconstruction
28. CVPR 2024Mirasol3B: A Multimodal Autoregressive Model for Time-Aligned and Contextual Modalities
29. CVPR 2024Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities
30. CVPR 2024Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
31. CVPR 2024ParamISP: Learned Forward and Inverse ISPs using Camera Parameters
32. CVPR 2024Permutation Equivariance of Transformers and Its Applications
33. CVPR 2024Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks Methods and Applications
34. CVPR 2024Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark
35. CVPR 2024RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation
36. CVPR 2024Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language
37. CVPR 2024The Audio-Visual Conversational Graph: From an Egocentric-Exocentric Perspective
38. CVPR 2024TIM: A Time Interval Machine for Audio-Visual Action Recognition
39. CVPR 2024Towards Variable and Coordinated Holistic Co-Speech Motion Generation
40. CVPR 2024UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All
41. CVPR 2024Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision Language Audio and Action
42. CVPR 2024Unveiling the Power of Audio-Visual Early Fusion Transformers with Dense Interactions through Masked Modeling
43. CVPR 2024Weakly-Supervised Audio-Visual Video Parsing with Prototype-based Pseudo-Labeling
44. CVPR 2024Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-speech Gesture Generation
45. ICLR 20243D Reconstruction with Generalizable Neural Fields using Scene Priors
46. ICLR 2024A differentiable brain simulator bridging brain simulation and brain-inspired computing
47. ICLR 2024A Simple Romance Between Multi-Exit Vision Transformer and Token Reduction
48. ICLR 2024A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
49. ICLR 2024Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models
50. ICLR 2024Align With Purpose: Optimize Desired Properties in CTC Models with a General Plug-and-Play Framework

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。