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 52 篇，第 1 / 2 页

1. ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
2. ICML 2024An Intrinsic Vector Heat Network
3. ICML 2024AND: Audio Network Dissection for Interpreting Deep Acoustic Models
4. ICML 2024Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities
5. ICML 2024Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models
6. ICML 2024Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering
7. ICML 2024Box Facets and Cut Facets of Lifted Multicut Polytopes
8. ICML 2024Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)
9. ICML 2024ELF: Encoding Speaker-Specific Latent Speech Feature for Speech Synthesis
10. ICML 2024EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning
11. ICML 2024Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning
12. ICML 2024Fast Timing-Conditioned Latent Audio Diffusion
13. ICML 2024Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching
14. ICML 2024How to Escape Sharp Minima with Random Perturbations
15. ICML 2024Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response
16. ICML 2024I/O Complexity of Attention, or How Optimal is FlashAttention?
17. ICML 2024IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation
18. ICML 2024Individualized Privacy Accounting via Subsampling with Applications in Combinatorial Optimization
19. ICML 2024Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing
20. ICML 2024InstructSpeech: Following Speech Editing Instructions via Large Language Models
21. ICML 2024LeaPformer: Enabling Linear Transformers for Autoregressive and Simultaneous Tasks via Learned Proportions
22. ICML 2024Liouville Flow Importance Sampler
23. ICML 2024Listenable Maps for Audio Classifiers
24. ICML 2024Measures of diversity and space-filling designs for categorical data
25. ICML 2024Minimizing $f$-Divergences by Interpolating Velocity Fields
26. ICML 2024NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
27. ICML 2024Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates
28. ICML 2024On a Neural Implementation of Brenier's Polar Factorization
29. ICML 2024Position: Application-Driven Innovation in Machine Learning
30. ICML 2024Predictive Coding beyond Correlations
31. ICML 2024Proactive Detection of Voice Cloning with Localized Watermarking
32. ICML 2024Prompt-guided Precise Audio Editing with Diffusion Models
33. ICML 2024Promptbreeder: Self-Referential Self-Improvement via Prompt Evolution
34. ICML 2024Pruned Pivot: Correlation Clustering Algorithm for Dynamic, Parallel, and Local Computation Models
35. ICML 2024Quantum Theory and Application of Contextual Optimal Transport
36. ICML 2024Regression Learning with Limited Observations of Multivariate Outcomes and Features
37. ICML 2024Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits
38. ICML 2024Riemannian coordinate descent algorithms on matrix manifolds
39. ICML 2024SelfVC: Voice Conversion With Iterative Refinement using Self Transformations
40. ICML 2024SILVER: Single-loop variance reduction and application to federated learning
41. ICML 2024Speech Self-Supervised Learning Using Diffusion Model Synthetic Data
42. ICML 2024Statistical Properties of Robust Satisficing
43. ICML 2024STELLA: Continual Audio-Video Pre-training with SpatioTemporal Localized Alignment
44. ICML 2024Subhomogeneous Deep Equilibrium Models
45. ICML 2024Supervised Matrix Factorization: Local Landscape Analysis and Applications
46. ICML 2024Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks
47. ICML 2024Turnstile $\ell_p$ leverage score sampling with applications
48. ICML 2024UniAudio: Towards Universal Audio Generation with Large Language Models
49. ICML 2024Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration
50. ICML 2024video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models

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。