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 153 篇，第 1 / 4 页

1. NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
2. NeurIPS 2026A Unified Audio Language Model with Text-Aligned Factorized Audio Tokenization
3. NeurIPS 2026Accelerating Diffusion Language Models via Structured Suffix Modeling
4. NeurIPS 2026Actionable Hallucination Detection: Translating Latent Uncertainty into Agentic Critique
5. NeurIPS 2026Adaptive Multi-Frame Learning for Expressive and Stable Atomic Representations
6. NeurIPS 2026Advancing Affordance-Grounded Creative Tool Use in Large Multimodal Models
7. NeurIPS 2026AffectGPT-RL: Revealing Roles of Reinforcement Learning in Open-Vocabulary Emotion Recognition
8. NeurIPS 2026Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation
9. NeurIPS 2026ALTER: An Allen's Algebra-Based Evaluation Framework for Temporal Reasoning of LLMs
10. NeurIPS 2026Approximate Matrix–Vectors Under a Bounded $\ell_1$ Assumption and Applications to Kernel Matrices
11. NeurIPS 2026Asymmetric Hierarchical Anchoring for Robust Audio–Visual Cross-Modal Generalization
12. NeurIPS 2026Asymmetric Phase Coding Audio Watermarking
13. NeurIPS 2026AudioSphere: Towards Self-Supervised Spatial Audio Representation Models
14. NeurIPS 2026AVENUE: Audio-Video Editing Understanding and Evaluation
15. NeurIPS 2026Bayesian Test-Time Inference of Task-Aligned Similarity from Weak Interactive Feedback
16. NeurIPS 2026Before Words, Beyond Speech: Evaluating Nonverbal Social Reasoning in Early Childhood
17. NeurIPS 2026Benchmarking Vietnamese Legal Knowledge of Large Language Models
18. NeurIPS 2026Beyond Correctness: Robustness-Driven Evolutionary Self-Training for Large Language Models
19. NeurIPS 2026Beyond the Full Slate: Evaluating MNL Algorithms on All Slates
20. NeurIPS 2026BrainWhisperer: Leveraging Whisper for Speech Decoding in Neuroprosthetics
21. NeurIPS 2026C3: Long-Horizon Character Consistency via Causal-Continuous State Dynamics and Memory Rewriting
22. NeurIPS 2026Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models
23. NeurIPS 2026Conformal Prediction with Paraphrase-Aware Scoring for LLM Uncertainty Quantification
24. NeurIPS 2026Constraint Retrieval Is Not Constraint Enforcement in Large Language Models
25. NeurIPS 2026Continuous Audio Thinking for Large Audio Language Models
26. NeurIPS 2026Controllable and Content Based Recommendations
27. NeurIPS 2026Controllable User Simulation
28. NeurIPS 2026Correctable Fork Tokens: Verifier-Anchored Selective Credit Assignment for Tool-Integrated RLVR
29. NeurIPS 2026CRESiST: Self-Enhancing Exploritive Policy Learning for Simultaneous Speech Translation
30. NeurIPS 2026CS-Dialogue: A 104-Hour Dataset of Spontaneous Mandarin-English Code-Switching Dialogues for Speech Recognition
31. NeurIPS 2026CSI-TextBench: A Dataset and Benchmark for Language-Grounded Ambient Sensing Perception
32. NeurIPS 2026D$^2$Quant: Accurate Low-bit Post-Training Weight Quantization for LLMs
33. NeurIPS 2026Debiasing Random Oblique Projections for Subsampled OLS and Fast CUR in High Dimensions
34. NeurIPS 2026Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning
35. NeurIPS 2026Defense-as-Skill: Evolving Runtime Guard Skill for Skill-Augmented Agents
36. NeurIPS 2026Democratizing Tool Learning with Environments Fully Simulated by a Free 8B Language Model
37. NeurIPS 2026Derived Fields Preserve Fine-Scale Detail in Budgeted Neural Simulators
38. NeurIPS 2026Detection and Classification in Latent Spaces: High-Dimensional Analysis and Validation
39. NeurIPS 2026DialectLLM: A Dialect-Aware Dialog[ue] Generation Framework Beyond Standard American English
40. NeurIPS 2026Difference of Convex Programming in the Wasserstein Space with Applications to MMD Optimization
41. NeurIPS 2026Direct Conditioning of Audio Diffusion Transformers on fMRI Reveals Cortical Contributions to Sound Reconstruction
42. NeurIPS 2026Distributed Online Convex Optimization with Compressed Communication: Optimal Regret and Applications
43. NeurIPS 2026Do Speech BCIs Need Larger Models? Rethinking Neural Decoding beyond Scaling
44. NeurIPS 2026DUET: Unified Dual-Space Emotion Control for Diffusion and Flow-Matching Driven Text-to-Speech
45. NeurIPS 2026Echo learning enables biologically plausible temporal credit assignment
46. NeurIPS 2026Efficient Brain-to-Speech Decoding with Fixed-Delay Spiking Neural Networks
47. NeurIPS 2026Enhancing Speech Large Language Models through Reinforced Behavior Alignment
48. NeurIPS 2026EntropyCache: Decoded Token Entropy Guided KV Caching for Diffusion Language Models
49. NeurIPS 2026Even Sharper Bounds for Transductive Learning and Its Applications
50. NeurIPS 2026Fluxtrapolation: A benchmark on extrapolating ecosystem fluxes

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。