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 72 篇，第 1 / 2 页

1. ICML 2025A Reasoning-Based Approach to Cryptic Crossword Clue Solving
2. ICML 2025A Variational Framework for Improving Naturalness in Generative Spoken Language Models
3. ICML 2025Active Evaluation Acquisition for Efficient LLM Benchmarking
4. ICML 2025Adaptive Elicitation of Latent Information Using Natural Language
5. ICML 2025Aligning Spoken Dialogue Models from User Interactions
6. ICML 2025ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling
7. ICML 2025AnalogGenie-Lite: Enhancing Scalability and Precision in Circuit Topology Discovery through Lightweight Graph Modeling
8. ICML 2025Are Large Language Models Ready for Multi-Turn Tabular Data Analysis?
9. ICML 2025ArrayDPS: Unsupervised Blind Speech Separation with a Diffusion Prior
10. ICML 2025Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities
11. ICML 2025BinauralFlow: A Causal and Streamable Approach for High-Quality Binaural Speech Synthesis with Flow Matching Models
12. ICML 2025Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation
13. ICML 2025Compressed and distributed least-squares regression: convergence rates with applications to federated learning
14. ICML 2025CoSER: Coordinating LLM-Based Persona Simulation of Established Roles
15. ICML 2025Deep Neural Cellular Potts Models
16. ICML 2025Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines
17. ICML 2025Delta Decompression for MoE-based LLMs Compression
18. ICML 2025Dendritic Localized Learning: Toward Biologically Plausible Algorithm
19. ICML 2025DMOSpeech: Direct Metric Optimization via Distilled Diffusion Model in Zero-Shot Speech Synthesis
20. ICML 2025Efficiently Serving Large Multimodal Models Using EPD Disaggregation
21. ICML 2025Emotional Face-to-Speech
22. ICML 2025ETTA: Elucidating the Design Space of Text-to-Audio Models
23. ICML 2025Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation
24. ICML 2025FLAM: Frame-Wise Language-Audio Modeling
25. ICML 2025Fleet of Agents: Coordinated Problem Solving with Large Language Models
26. ICML 2025Flexible and Efficient Grammar-Constrained Decoding
27. ICML 2025Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM
28. ICML 2025From Complex to Atomic: Enhancing Augmented Generation via Knowledge-Aware Dual Rewriting and Reasoning
29. ICML 2025Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction
30. ICML 2025Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction
31. ICML 2025Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates
32. ICML 2025Grammar-Forced Translation of Natural Language to Temporal Logic using LLMs
33. ICML 2025High-Fidelity Simultaneous Speech-To-Speech Translation
34. ICML 2025Implicit Riemannian Optimism with Applications to Min-Max Problems
35. ICML 2025KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
36. ICML 2025LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs – No Silver Bullet for LC or RAG Routing
37. ICML 2025Learn Singularly Perturbed Solutions via Homotopy Dynamics
38. ICML 2025Learning from others' mistakes: Finetuning machine translation models with span-level error annotations
39. ICML 2025Learning Initial Basis Selection for Linear Programming via Duality-Inspired Tripartite Graph Representation and Comprehensive Supervision
40. ICML 2025Learning with Expected Signatures: Theory and Applications
41. ICML 2025Long-Form Speech Generation with Spoken Language Models
42. ICML 2025Making Hard Problems Easier with Custom Data Distributions and Loss Regularization: A Case Study in Modular Arithmetic
43. ICML 2025MATS: An Audio Language Model under Text-only Supervision
44. ICML 2025MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-text Decoding
45. ICML 2025MoHAVE: Mixture of Hierarchical Audio-Visual Experts for Robust Speech Recognition
46. ICML 2025Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding
47. ICML 2025MuseControlLite: Multifunctional Music Generation with Lightweight Conditioners
48. ICML 2025NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction
49. ICML 2025OmniAudio: Generating Spatial Audio from 360-Degree Video
50. ICML 2025One Wave To Explain Them All: A Unifying Perspective On Feature Attribution

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。