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

每年论文数

各会议论文数

按年份和会议统计

语音识别论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202341465175
202413862855
202522751650
202616781950

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

全部语音识别论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 230 篇，第 1 / 5 页

  1. CVPR 2026CLEX Complementary Label Exchange Learning for Noisy Facial Expression Recognition
  2. CVPR 2026Confusion-Aware Spectral Regularizer for Long-Tailed Recognition
  3. CVPR 2026DialogueVPR Towards Conversational Visual Place Recognition
  4. CVPR 2026EventGait Towards Robust Gait Recognition with Event Streams
  5. CVPR 2026Free-Grained Hierarchical Visual Recognition
  6. CVPR 2026From Pixel to Precision Enhancing Handwritten Mathematical Expression Recognition with
  7. CVPR 2026HyperGait Unleashing the Power of Parsing for Gait Recognition in
  8. CVPR 2026MarkushGrapher-2 End-to-end Multimodal Recognition of Chemical Structures
  9. CVPR 2026PIX-TAB Efficient PIXel-Precise TABle Structure Recognition Approach with Speculative Decoding
  10. CVPR 2026Region-Aware Instance Consistency Learning for Micro-Expression Recognition
  11. CVPR 2026Seeing Motion Through Polarity for Event-based Action Recognition
  12. CVPR 2026Stronger Normalization-Free Transformers
  13. CVPR 2026TAlignDiff Automatic Tooth Alignment assisted by Diffusion-based Transformation Learning
  14. CVPR 2026Thinking Beyond Labels Vocabulary-Free Fine-Grained Recognition using Reasoning-Augmented LMMs
  15. CVPR 2026Translating Signals to Languages for sEMG-Based Activity Recognition
  16. CVPR 2026Trust-calibrated Collaborative Learning for Long-Tailed Visual Recognition
  17. CVPR 2026UniSpector Towards Universal Open-set Defect Recognition via Spectral-Contrastive Visual Prompting
  18. CVPR 2026Whats Wrong with Synthetic Data for Scene Text Recognition A
  19. CVPR 2026WikiCLIP An Efficient Contrastive Baseline for Open-domain Visual Entity Recognition
  20. ICLR 2026Confident and Adaptive Generative Speech Recognition via Conformal Risk Control
  21. ICLR 2026CTC-DRO: Robust Optimization for Reducing Language Disparities in Speech Recognition
  22. ICLR 2026EchoMind: An Interrelated Multi-level Benchmark for Evaluating Empathetic Speech Language Models
  23. ICLR 2026Learnable Fractional Superlets with a Spectro-Temporal Emotion Encoder for Speech Emotion Recognition
  24. ICLR 2026Pay Attention to CTC: Fast and Robust Pseudo-Labelling for Unified Speech Recognition
  25. ICLR 2026RoboOmni: Proactive Robot Manipulation in Omni-modal Context
  26. ICLR 2026SumRA: Parameter Efficient Fine-tuning with Singular Value Decomposition and Summed Orthogonal Basis
  27. ICML 2026Context-free Recognition with Transformers
  28. ICML 2026Convex Low-resource Accent-Robust Language Detection in Speech Recognition
  29. ICML 2026Hearing Without Noticing? Attention-Aware Stealthy Black-Box Adversarial Audio Attacks
  30. ICML 2026Joint Enhancement and Classification using Coupled Diffusion Models of Signals and Logits
  31. ICML 2026Risk-Bounded Distribution Reconstruction: Stable Statistic Calibration for Long-Tailed Recognition
  32. ICML 2026Shortcut-Resistant CAM Distillation for Long-Tailed Recognition
  33. ICML 2026STD-Former: Image-Conditioned Texture Dictionary Encoding with Sparse Topological Supervision for Texture Recognition
  34. ICML 2026SymSpectra: Symmetric Information Bottleneck Framework for Molecular Structure Recognition under Imbalanced Settings
  35. NeurIPS 2026BrainWhisperer: Leveraging Whisper for Speech Decoding in Neuroprosthetics
  36. NeurIPS 2026CS-Dialogue: A 104-Hour Dataset of Spontaneous Mandarin-English Code-Switching Dialogues for Speech Recognition
  37. NeurIPS 2026Eliciting Zero-Shot Named Entity Recognition in Large Language Models via Instruction Semantic Elaboration
  38. NeurIPS 2026Handwritten Text Recognition Lives in the High-Pixel Variance Subspace
  39. NeurIPS 2026Is Text All You Need? Text as a Universal Information Bottleneck for Speech LLMs
  40. NeurIPS 2026Isharah-Selfie: Continuous Sign Language Recognition Dataset for One-handed Signing
  41. NeurIPS 2026OLA-Place: Cross-Modal Place Recognition without Global Descriptors
  42. NeurIPS 2026PIGRAM: An Interpretable Patch--Motif Interaction Grammar for Protein--Nucleic-Acid Recognition
  43. NeurIPS 2026PuppetGait: Generalizing Gait Recognition via 3D Body-Aligned LVM Features
  44. NeurIPS 2026SFPR: Structural Fingerprinting for LiDAR-to-OpenStreetMap Place Recognition
  45. NeurIPS 2026SMASH: Probing Speech Recognition Robustness via Semantically Targeted Bit Flips
  46. NeurIPS 2026Speech Tokenizers are Vulnerable: Transferable Semantic Attack and Robust Tokenizer
  47. NeurIPS 2026TrAction: Action Recognition with Sparse Trajectories
  48. NeurIPS 2026VSRo-200: A Romanian Visual Speech Recognition Dataset for Studying Supervision and Multimodal Robustness
  49. NeurIPS 2026WAXAL: A Large-Scale Multilingual African Language Speech Corpus
  50. NeurIPS 2026When a Window Is Not an Action: Selective Phase-Script Deliberation for Sliding-Window Human Activity Recognition

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"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

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。

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