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 1,722 篇，第 30 / 35 页

  1. ICLR 2024On the Posterior Distribution in Denoising: Application to Uncertainty Quantification
  2. ICLR 2024On the Variance of Neural Network Training with respect to Test Sets and Distributions
  3. ICLR 2024OpenChat: Advancing Open-source Language Models with Mixed-Quality Data
  4. ICLR 2024PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts
  5. ICLR 2024PF-LRM: Pose-Free Large Reconstruction Model for Joint Pose and Shape Prediction
  6. ICLR 2024PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning
  7. ICLR 2024Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
  8. ICLR 2024PolyVoice: Language Models for Speech to Speech Translation
  9. ICLR 2024PORF: POSE RESIDUAL FIELD FOR ACCURATE NEURAL SURFACE RECONSTRUCTION
  10. ICLR 2024PromptTTS 2: Describing and Generating Voices with Text Prompt
  11. ICLR 2024Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction
  12. ICLR 2024Quantifying and Enhancing Multi-modal Robustness with Modality Preference
  13. ICLR 2024Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting
  14. ICLR 2024RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural Representations
  15. ICLR 2024ResFields: Residual Neural Fields for Spatiotemporal Signals
  16. ICLR 2024RETSim: Resilient and Efficient Text Similarity
  17. ICLR 2024Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation
  18. ICLR 2024RTFS-Net: Recurrent Time-Frequency Modelling for Efficient Audio-Visual Speech Separation
  19. ICLR 2024SALMONN: Towards Generic Hearing Abilities for Large Language Models
  20. ICLR 2024SEA: Sparse Linear Attention with Estimated Attention Mask
  21. ICLR 2024Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech
  22. ICLR 2024Shadow Cones: A Generalized Framework for Partial Order Embeddings
  23. ICLR 2024Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  24. ICLR 2024Space and time continuous physics simulation from partial observations
  25. ICLR 2024SpeechTokenizer: Unified Speech Tokenizer for Speech Language Models
  26. ICLR 2024Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM
  27. ICLR 2024Stable Anisotropic Regularization
  28. ICLR 2024Structural Inference with Dynamics Encoding and Partial Correlation Coefficients
  29. ICLR 2024Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding
  30. ICLR 2024SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS
  31. ICLR 2024Synaptic Weight Distributions Depend on the Geometry of Plasticity
  32. ICLR 2024The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World
  33. ICLR 2024The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry
  34. ICLR 2024The Need for Speed: Pruning Transformers with One Recipe
  35. ICLR 2024The Reasonableness Behind Unreasonable Translation Capability of Large Language Model
  36. ICLR 2024Think before you speak: Training Language Models With Pause Tokens
  37. ICLR 2024Threaten Spiking Neural Networks through Combining Rate and Temporal Information
  38. ICLR 2024Traveling Waves Encode The Recent Past and Enhance Sequence Learning
  39. ICLR 2024Two-stage LLM Fine-tuning with Less Specialization and More Generalization
  40. ICLR 2024Uni3D: Exploring Unified 3D Representation at Scale
  41. ICLR 2024UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
  42. ICLR 2024USB-NeRF: Unrolling Shutter Bundle Adjusted Neural Radiance Fields
  43. ICLR 2024Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis
  44. ICLR 2024VQ-TR: Vector Quantized Attention for Time Series Forecasting
  45. ICLR 2024Weakly-supervised Audio Separation via Bi-modal Semantic Similarity
  46. ICLR 2024What does the Knowledge Neuron Thesis Have to do with Knowledge?
  47. ICLR 2024What's in a Prior? Learned Proximal Networks for Inverse Problems
  48. ICLR 2024Zipformer: A faster and better encoder for automatic speech recognition
  49. ICLR 2024ZipIt! Merging Models from Different Tasks without Training
  50. ICLR 2024Zoology: Measuring and Improving Recall in Efficient Language Models

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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