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 128 篇，第 1 / 3 页

1. ICLR 20243D Reconstruction with Generalizable Neural Fields using Scene Priors
2. ICLR 2024A differentiable brain simulator bridging brain simulation and brain-inspired computing
3. ICLR 2024A Simple Romance Between Multi-Exit Vision Transformer and Token Reduction
4. ICLR 2024A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
5. ICLR 2024Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models
6. ICLR 2024Align With Purpose: Optimize Desired Properties in CTC Models with a General Plug-and-Play Framework
7. ICLR 2024An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization
8. ICLR 2024An Extensible Framework for Open Heterogeneous Collaborative Perception
9. ICLR 2024Bridging Vision and Language Spaces with Assignment Prediction
10. ICLR 2024CellPLM: Pre-training of Cell Language Model Beyond Single Cells
11. ICLR 2024CLaM-TTS: Improving Neural Codec Language Model for Zero-Shot Text-to-Speech
12. ICLR 2024CNN Kernels Can Be the Best Shapelets
13. ICLR 2024CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
14. ICLR 2024Complete and Efficient Graph Transformers for Crystal Material Property Prediction
15. ICLR 2024Constrained Decoding for Cross-lingual Label Projection
16. ICLR 2024Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks
17. ICLR 2024CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding
18. ICLR 2024Critical Learning Periods Emerge Even in Deep Linear Networks
19. ICLR 2024Decodable and Sample Invariant Continuous Object Encoder
20. ICLR 2024DeepSPF: Spherical SO(3)-Equivariant Patches for Scan-to-CAD Estimation
21. ICLR 2024DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genomes
22. ICLR 2024DreamLLM: Synergistic Multimodal Comprehension and Creation
23. ICLR 2024Dynamic Neural Response Tuning
24. ICLR 2024Efficient Streaming Language Models with Attention Sinks
25. ICLR 2024Energy-based Automated Model Evaluation
26. ICLR 2024Enhancing Neural Subset Selection: Integrating Background Information into Set Representations
27. ICLR 2024Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting
28. ICLR 2024Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
29. ICLR 2024Exploring Weight Balancing on Long-Tailed Recognition Problem
30. ICLR 2024FeatUp: A Model-Agnostic Framework for Features at Any Resolution
31. ICLR 2024Ferret: Refer and Ground Anything Anywhere at Any Granularity
32. ICLR 2024FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning
33. ICLR 2024FLD: Fourier Latent Dynamics for Structured Motion Representation and Learning
34. ICLR 2024Forward Learning with Top-Down Feedback: Empirical and Analytical Characterization
35. ICLR 2024From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication
36. ICLR 2024Generative Pre-training for Speech with Flow Matching
37. ICLR 2024GPAvatar: Generalizable and Precise Head Avatar from Image(s)
38. ICLR 2024Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations
39. ICLR 2024Headless Language Models: Learning without Predicting with Contrastive Weight Tying
40. ICLR 2024How connectivity structure shapes rich and lazy learning in neural circuits
41. ICLR 2024Implicit Neural Representations and the Algebra of Complex Wavelets
42. ICLR 2024ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering
43. ICLR 2024Improving the Convergence of Dynamic NeRFs via Optimal Transport
44. ICLR 2024InsertNeRF: Instilling Generalizability into NeRF with HyperNet Modules
45. ICLR 2024It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition
46. ICLR 2024Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models
47. ICLR 2024Large Language Models are Efficient Learners of Noise-Robust Speech Recognition
48. ICLR 2024Latent Representation and Simulation of Markov Processes via Time-Lagged Information Bottleneck
49. ICLR 2024Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings
50. ICLR 2024Learning Robust Generalizable Radiance Field with Visibility and Feature Augmented Point Representation

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。