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 27 篇，第 1 / 1 页

1. ICLR 2023An efficient encoder-decoder architecture with top-down attention for speech separation
2. ICLR 2023Anisotropic Message Passing: Graph Neural Networks with Directional and Long-Range Interactions
3. ICLR 2023Bag of Tricks for Unsupervised Text-to-Speech
4. ICLR 2023BAYES RISK CTC: CONTROLLABLE CTC ALIGNMENT IN SEQUENCE-TO-SEQUENCE TASKS
5. ICLR 2023BigVGAN: A Universal Neural Vocoder with Large-Scale Training
6. ICLR 2023Bridging the Gap between ANNs and SNNs by Calibrating Offset Spikes
7. ICLR 2023Contextual bandits with concave rewards, and an application to fair ranking
8. ICLR 2023Continual Transformers: Redundancy-Free Attention for Online Inference
9. ICLR 2023Continuous pseudo-labeling from the start
10. ICLR 2023D4AM: A General Denoising Framework for Downstream Acoustic Models
11. ICLR 2023Deep Learning on Implicit Neural Representations of Shapes
12. ICLR 2023Defending against Adversarial Audio via Diffusion Model
13. ICLR 2023Filter-Recovery Network for Multi-Speaker Audio-Visual Speech Separation
14. ICLR 2023GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis
15. ICLR 2023Harnessing Out-Of-Distribution Examples via Augmenting Content and Style
16. ICLR 2023Jointly Learning Visual and Auditory Speech Representations from Raw Data
17. ICLR 2023Learning Multimodal Data Augmentation in Feature Space
18. ICLR 2023Liquid Structural State-Space Models
19. ICLR 2023Mega: Moving Average Equipped Gated Attention
20. ICLR 2023Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport
21. ICLR 2023NANSY++: Unified Voice Synthesis with Neural Analysis and Synthesis
22. ICLR 2023Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning
23. ICLR 2023Revisiting the Entropy Semiring for Neural Speech Recognition
24. ICLR 2023Short-Term Memory Convolutions
25. ICLR 2023Token Merging: Your ViT But Faster
26. ICLR 2023TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation
27. ICLR 2023wav2tok: Deep Sequence Tokenizer for Audio Retrieval

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。