应用 · speech and audio论文趋势 2023–2026

应用方向：speech_and_audio

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 1,722 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

应用 · speech and audio论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202331273227117
2024531285244277
2025982927243505
202615345117148823

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

全部应用 · speech and audio论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 823 篇，第 3 / 17 页

  1. ICLR 2026CoEmoGen: Towards Semantically-Coherent and Scalable Emotional Image Content Generation
  2. ICLR 2026CogniMap3D: Cognitive 3D Mapping and Rapid Retrieval
  3. ICLR 2026Color3D: Controllable and Consistent 3D Colorization with Personalized Colorizer
  4. ICLR 2026CoMind: Towards Community-Driven Agents for Machine Learning Engineering
  5. ICLR 2026CompoDistill: Attention Distillation for Compositional Reasoning in Multimodal LLMs
  6. ICLR 2026Confident and Adaptive Generative Speech Recognition via Conformal Risk Control
  7. ICLR 2026Consistency Geodesic Bridge: Image Restoration with Pretrained Diffusion Models
  8. ICLR 2026Constructive Distortion: Improving MLLMs with Attention-Guided Image Warping
  9. ICLR 2026Content-Aware Mamba for Learned Image Compression
  10. ICLR 2026Continuous Audio Language Models
  11. ICLR 2026Continuous Space-Time Video Super-Resolution with 3D Fourier Fields
  12. ICLR 2026Contrastive Diffusion Guidance for Spatial Inverse Problems
  13. ICLR 2026CoT Vectors: Transferring and Probing the Reasoning Mechanisms of LLMs
  14. ICLR 2026Critique-RL: Training Critiquing Language Models Through Two-Stage RL for Improved Discrimination and Constructive Feedback
  15. ICLR 2026Cross-Domain Lossy Compression via Rate- and Classification-Constrained Optimal Transport
  16. ICLR 2026Cross-Timestep: 3D Diffusion Model with Trans-temporal Memory LSTM and Adaptive Priori Decoding Strategy for Medical Segmentation
  17. ICLR 2026CTC-DRO: Robust Optimization for Reducing Language Disparities in Speech Recognition
  18. ICLR 2026CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning
  19. ICLR 2026Curvature-Guided Task Synergy for Skeleton based Temporal Action Segmentation
  20. ICLR 2026Cyber-Zero: Training Cybersecurity Agents without Runtime
  21. ICLR 2026CylinderSplat: 3D Gaussian Splatting with Cylindrical Triplanes for Panoramic Novel View Synthesis
  22. ICLR 2026D$^2$GS: Depth-and-Density Guided Gaussian Splatting for Stable and Accurate Sparse-View Reconstruction
  23. ICLR 2026DA$^{2}$: Depth Anything in Any Direction
  24. ICLR 2026Dancing in Chains: Strategic Persuasion in Academic Rebuttal via Theory of Mind
  25. ICLR 2026Data-Centric Lessons To Improve Speech-Language Pretraining
  26. ICLR 2026Dataset Color Quantization: A Training-Oriented Framework for Dataset-Level Compression
  27. ICLR 2026DeAltHDR: Learning HDR Video Reconstruction from Degraded Alternating Exposure Sequences
  28. ICLR 2026Declarative Audio Editing with Audio Language Model
  29. ICLR 2026DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively
  30. ICLR 2026DeLiVR: Differential Spatiotemporal Lie Bias for Efficient Video Deraining
  31. ICLR 2026Dens3R: A Foundation Model for 3D Geometry Prediction
  32. ICLR 2026Depth Anything 3: Recovering the Visual Space from Any Views
  33. ICLR 2026Depth Anything with Any Prior
  34. ICLR 2026Designing Affine-Invariant Neural Networks for Photometric Corruption Robustness and Generalization
  35. ICLR 2026DiffInk: Glyph- and Style-Aware Latent Diffusion Transformer for Text to Online Handwriting Generation
  36. ICLR 2026DiffTrans: Differentiable Geometry-Materials Decomposition for Reconstructing Transparent Objects
  37. ICLR 2026Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding
  38. ICLR 2026DISCO: Diversifying Sample Condensation for Accelerating Model Evaluation
  39. ICLR 2026Discovering heterogeneous synaptic plasticity rules via large-scale neural evolution
  40. ICLR 2026Discrete Diffusion for Bundle Construction
  41. ICLR 2026DispViT: Direct Stereo Disparity Regression with a Single-Stream Vision Transformer
  42. ICLR 2026Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency
  43. ICLR 2026Distractor-free Generalizable 3D Gaussian Splatting
  44. ICLR 2026Diverse Text Decoding via Iterative Reweighting
  45. ICLR 2026DriveAgent-R1: Advancing VLM-based Autonomous Driving with Active Perception and Hybrid Thinking
  46. ICLR 2026DrVoice: Parallel Speech-Text Voice Conversation Model via Dual-Resolution Speech Representations
  47. ICLR 2026DTO-KD: Dynamic Trade-off Optimization for Effective Knowledge Distillation
  48. ICLR 2026DVD-Quant: Data-free Video Diffusion Transformers Quantization
  49. ICLR 2026Dynamic Novel View Synthesis in High Dynamic Range
  50. ICLR 2026EAST: Early Action Prediction Sampling Strategy with Token Masking

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 查应用 · speech and audio在 ICLR 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": "app-speech-and-audio"}

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。

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