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 292 篇，第 1 / 6 页

1. ICLR 2025$\gamma-$MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models
2. ICLR 20253D StreetUnveiler with Semantic-aware 2DGS - a simple baseline
3. ICLR 20256D Object Pose Tracking in Internet Videos for Robotic Manipulation
4. ICLR 2025A CLIP-Powered Framework for Robust and Generalizable Data Selection
5. ICLR 2025A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis
6. ICLR 2025A Second-Order Perspective on Model Compositionality and Incremental Learning
7. ICLR 2025Action Sequence Augmentation for Action Anticipation
8. ICLR 2025AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
9. ICLR 2025Adapters for Altering LLM Vocabularies: What Languages Benefit the Most?
10. ICLR 2025Adaptive Camera Sensor for Vision Models
11. ICLR 2025Add-it: Training-Free Object Insertion in Images With Pretrained Diffusion Models
12. ICLR 2025ADIFF: Explaining audio difference using natural language
13. ICLR 2025Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages
14. ICLR 2025AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models
15. ICLR 2025An Exploration with Entropy Constrained 3D Gaussians for 2D Video Compression
16. ICLR 2025AniSDF: Fused-Granularity Neural Surfaces with Anisotropic Encoding for High-Fidelity 3D Reconstruction
17. ICLR 2025AnyTouch: Learning Unified Static-Dynamic Representation across Multiple Visuo-tactile Sensors
18. ICLR 2025ARB-LLM: Alternating Refined Binarizations for Large Language Models
19. ICLR 2025Audio Large Language Models Can Be Descriptive Speech Quality Evaluators
20. ICLR 2025AutoG: Towards automatic graph construction from tabular data
21. ICLR 2025Biologically Constrained Barrel Cortex Model Integrates Whisker Inputs and Replicates Key Brain Network Dynamics
22. ICLR 2025BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
23. ICLR 2025Brain-inspired $L_p$-Convolution benefits large kernels and aligns better with visual cortex
24. ICLR 2025Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization
25. ICLR 2025Bridging Compressed Image Latents and Multimodal Large Language Models
26. ICLR 2025Bridging the Data Provenance Gap Across Text, Speech, and Video
27. ICLR 2025Bridging the Gap between Database Search and \emph{De Novo} Peptide Sequencing with SearchNovo
28. ICLR 2025Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder
29. ICLR 2025Building Interactable Replicas of Complex Articulated Objects via Gaussian Splatting
30. ICLR 2025Cafe-Talk: Generating 3D Talking Face Animation with Multimodal Coarse- and Fine-grained Control
31. ICLR 2025Causal Graphical Models for Vision-Language Compositional Understanding
32. ICLR 2025Chain-of-Focus Prompting: Leveraging Sequential Visual Cues to Prompt Large Autoregressive Vision Models
33. ICLR 2025CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer
34. ICLR 2025CityGaussianV2: Efficient and Geometrically Accurate Reconstruction for Large-Scale Scenes
35. ICLR 2025CO-MOT: Boosting End-to-end Transformer-based Multi-Object Tracking via Coopetition Label Assignment and Shadow Sets
36. ICLR 2025Co$^{\mathbf{3}}$Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion
37. ICLR 2025Cocoon: Robust Multi-Modal Perception with Uncertainty-Aware Sensor Fusion
38. ICLR 2025CoMotion: Concurrent Multi-person 3D Motion
39. ICLR 2025Context-aware Dynamic Pruning for Speech Foundation Models
40. ICLR 2025Continuous Autoregressive Modeling with Stochastic Monotonic Alignment for Speech Synthesis
41. ICLR 2025Contrastive Learning from Synthetic Audio Doppelgängers
42. ICLR 2025Controllable Blur Data Augmentation Using 3D-Aware Motion Estimation
43. ICLR 2025Controllable Satellite-to-Street-View Synthesis with Precise Pose Alignment and Zero-Shot Environmental Control
44. ICLR 2025CR-CTC: Consistency regularization on CTC for improved speech recognition
45. ICLR 2025Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model
46. ICLR 2025D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement
47. ICLR 2025DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search
48. ICLR 2025Depth Any Video with Scalable Synthetic Data
49. ICLR 2025Depth Pro: Sharp Monocular Metric Depth in Less Than a Second
50. ICLR 2025Designing Concise ConvNets with Columnar Stages

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。