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 898 篇，第 1 / 18 页

1. ICLR 20263DGEER: 3D Gaussian Rendering Made Exact and Efficient for Generic Cameras
2. ICLR 20263DSMT: A Hybrid Spiking Mamba-Transformer for Point Cloud Analysis
3. ICLR 2026A Problem-Oriented Perspective and Anchor Verification for Code Optimization
4. ICLR 2026A Scene is Worth a Thousand Features: Feed-Forward Camera Localization from a Collection of Image Features
5. ICLR 2026A Step to Decouple Optimization in 3DGS
6. ICLR 2026A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models
7. ICLR 2026A tale of two tails: Preferred and anti-preferred natural stimuli in visual cortex
8. ICLR 2026A.I.R.: Enabling Adaptive, Iterative, and Reasoning-based Frame Selection For Video Question Answering
9. ICLR 2026A^2TG: Adaptive Anisotropic Textured Gaussians for Efficient 3D Scene Representation
10. ICLR 2026All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning
11. ICLR 2026An Empirical Study of Attention and Diversity for Adaptive Visual Token Pruning in Large Vision-Language Models
12. ICLR 2026Analyzing the Training Dynamics of Image Restoration Transformers: A Revisit to Layer Normalization
13. ICLR 2026Anatomy-aware Representation Learning for Medical Ultrasound
14. ICLR 2026Any-to-Bokeh: Arbitrary-Subject Video Refocusing with Video Diffusion Model
15. ICLR 2026AnyTouch 2: General Optical Tactile Representation Learning For Dynamic Tactile Perception
16. ICLR 2026Arbitrary Generative Video Interpolation
17. ICLR 2026Are Deep Speech Denoising Models Robust to Adversarial Noise?
18. ICLR 2026ARTDECO: Toward High-Fidelity On-the-Fly Reconstruction with Hierarchical Gaussian Structure and Feed-Forward Guidance
19. ICLR 2026Articulation in Motion: Prior-free Part Mobility Analysis for Articulated Objects By Dynamic-Static Disentanglement
20. ICLR 2026ArtUV: Artist-style UV Unwrapping
21. ICLR 2026ASMIL: Attention-Stabilized Multiple Instance Learning for Whole-Slide Imaging
22. ICLR 2026Asymmetric Synthetic Data Update for Domain Incremental Dataset Distillation
23. ICLR 2026ATTS: Asynchronous Test-Time Scaling via Conformal Prediction
24. ICLR 2026AudioTrust: Benchmarking The Multifaceted Trustworthiness of Audio Large Language Models
25. ICLR 2026AudioX: A Unified Framework for Anything-to-Audio Generation
26. ICLR 2026Augmented Radiance Field: A General Framework for Enhanced Gaussian Splatting
27. ICLR 2026AUHead: Realistic Emotional Talking Head Generation via Action Units Control
28. ICLR 2026AutoFigure: Generating and Refining Publication-Ready Scientific Illustrations
29. ICLR 2026Automatic and Structure-Aware Sparsification of Hybrid Neural ODEs with Application to Glucose Prediction
30. ICLR 2026AVEX: What Matters for Animal Vocalization Encoding
31. ICLR 2026AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration
32. ICLR 2026Beyond Instance-Level Alignment: Dual-Level Optimal Transport for Audio-Text Retrieval
33. ICLR 2026Beyond the Known: An Unknown-Aware Large Language Model for Open-Set Text Classification
34. ICLR 2026BigMaQ: A Big Macaque Motion and Animation Dataset Bridging Image and 3D Pose Representations
35. ICLR 2026Biologically Plausible Learning via Bidirectional Spike-Based Distillation
36. ICLR 2026Bootstrapping MLLM for Weakly‑Supervised Class‑Agnostic Object Counting
37. ICLR 2026Bounds of Chain-of-Thought Robustness: Reasoning Steps, Embed Norms, and Beyond
38. ICLR 2026Bridging Degradation Discrimination and Generation for Universal Image Restoration
39. ICLR 2026Bridging Fairness and Explainability: Can Input-Based Explanations Promote Fairness in Hate Speech Detection?
40. ICLR 2026Bridging Piano Transcription and Rendering via Disentangled Score Content and Style
41. ICLR 2026Bridging the Distribution Gap to Harness Pretrained Diffusion Priors for Super-Resolution
42. ICLR 2026Can Speech LLMs Think while Listening?
43. ICLR 2026Cannistraci-Hebb Training on Ultra-Sparse Spiking Neural Networks
44. ICLR 2026Characterizing and Optimizing the Spatial Kernel of Multi Resolution Hash Encodings
45. ICLR 2026CHROMA: Consistent Harmonization of Multi-View Appearance via Bilateral Grid Prediction
46. ICLR 2026CL-DPS: A Contrastive Learning Approach to Blind Nonlinear Inverse Problem Solving via Diffusion Posterior Sampling
47. ICLR 2026CLoD-GS: Continuous Level-of-Detail via 3D Gaussian Splatting
48. ICLR 2026Closing the Gap Between Text and Speech Understanding in LLMs
49. ICLR 2026CLUTCH: Contextualized Language model for Unlocking Text-Conditioned Hand motion modelling in the wild
50. ICLR 2026CoCoDiff: Correspondence-Consistent Diffusion Model for Fine-grained Style Transfer

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。