语音识别论文趋势 2023–2026
ASR
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 230 篇被归入该主题的论文。
主要结论
- 语音识别论文从 2023 年的 75 篇降到 2026 年的 50 篇，热度在回落。
- CVPR 是发语音识别论文最多的会议，2023–2026 年共 114 篇，占四个会议总量的 50%。
- 交叉方向里涨得最快的是应用 · speech and audio：同时属于两个主题的论文从 2023 年的 13 篇增至 2026 年的 15 篇。
- 在「语音与音频」的 5 个主题里，它的 2026 年论文数排第 5；同组增长最快的音频生成是 4.3 倍，语音识别是 0.7 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 4 | 14 | 6 | 51 | 75 |
| 2024 | 13 | 8 | 6 | 28 | 55 |
| 2025 | 22 | 7 | 5 | 16 | 50 |
| 2026 | 16 | 7 | 8 | 19 | 50 |
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 2026CS-Dialogue: A 104-Hour Dataset of Spontaneous Mandarin-English Code-Switching Dialogues for Speech Recognition
- ICML 2026Shortcut-Resistant CAM Distillation for Long-Tailed Recognition
- ICLR 2026CTC-DRO: Robust Optimization for Reducing Language Disparities in Speech Recognition
- CVPR 2026CLEX Complementary Label Exchange Learning for Noisy Facial Expression Recognition
- NeurIPS 2025EuroSpeech: A Multilingual Speech Corpus
- ICML 2025OWLS: Scaling Laws for Multilingual Speech Recognition and Translation Models
- ICLR 2025Speech Robust Bench: A Robustness Benchmark For Speech Recognition
- CVPR 2025CryptoFace: End-to-End Encrypted Face Recognition
- NeurIPS 2024[Re] CUDA: Curriculum of Data Augmentation for Long‐tailed Recognition
- ICML 2024Learning Label Shift Correction for Test-Agnostic Long-Tailed Recognition
- ICLR 2024It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition
- CVPR 2024From Coarse to Fine-Grained Open-Set Recognition
- NeurIPS 2023Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression Recognition
- ICML 2023Robust Speech Recognition via Large-Scale Weak Supervision
- ICLR 2023Continuous pseudo-labeling from the start
- CVPR 2023BioNet: A Biologically-Inspired Network for Face Recognition
- NeurIPS 2026PIGRAM: An Interpretable Patch--Motif Interaction Grammar for Protein--Nucleic-Acid Recognition
- ICML 2026Context-free Recognition with Transformers
- ICLR 2026Confident and Adaptive Generative Speech Recognition via Conformal Risk Control
- CVPR 2026DialogueVPR Towards Conversational Visual Place Recognition
全部语音识别论文
共 13 篇，第 1 / 1 页
- NeurIPS 2024[Re] CUDA: Curriculum of Data Augmentation for Long‐tailed Recognition
- NeurIPS 2024Automatic Outlier Rectification via Optimal Transport
- NeurIPS 2024BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation
- NeurIPS 2024CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing
- NeurIPS 2024CALANet: Cheap All-Layer Aggregation for Human Activity Recognition
- NeurIPS 2024Deep Correlated Prompting for Visual Recognition with Missing Modalities
- NeurIPS 2024emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography
- NeurIPS 2024Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition
- NeurIPS 2024Multi-Label Open Set Recognition
- NeurIPS 2024PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition
- NeurIPS 2024Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
- NeurIPS 2024Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models
- NeurIPS 2024Unified Speech Recognition: A Single Model for Auditory, Visual, and Audiovisual Inputs
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
可以直接复制这句话问 AI
用 paperlist 查语音识别在 CVPR 2023–2026 的论文趋势，哪一年涨得最快？
AI 会调用的工具：get_topic_stats {"topic": "speech-recognition"}
常见问题
- 2023–2026 年四大会议一共有多少篇语音识别论文？
- 共 230 篇，按年份分别是 2023 年 75 篇、2024 年 55 篇、2025 年 50 篇、2026 年 50 篇。
- NeurIPS 2026 有多少篇语音识别论文？
- NeurIPS 2026 有 16 篇语音识别论文，上一届是 22 篇。
- ICLR 2026 有多少篇语音识别论文？
- ICLR 2026 有 7 篇语音识别论文，上一届是 7 篇。
- ICML 2026 有多少篇语音识别论文？
- ICML 2026 有 8 篇语音识别论文，上一届是 5 篇。
- CVPR 2026 有多少篇语音识别论文？
- CVPR 2026 有 19 篇语音识别论文，上一届是 16 篇。
- 哪个会议的语音识别论文最多？
- CVPR，2023–2026 年共 114 篇。