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 898 篇，第 9 / 18 页

  1. ICLR 2026Towards True Speech-to-Speech Models Without Text Guidance
  2. ICLR 2026TP-Spikformer: Token Pruned Spiking Transformer
  3. ICLR 2026Trace Anything: Representing Any Video in 4D via Trajectory Fields
  4. ICLR 2026Train on Validation (ToV): Fast data selection with applications to fine-tuning
  5. ICLR 2026Trajectory-aware Shifted State Space Models for Online Video Super-Resolution
  6. ICLR 2026TRIBE: TRImodal Brain Encoder for whole-brain fMRI response prediction
  7. ICLR 2026TTS Can Speak in Any Style with Any Voice
  8. ICLR 2026TTSDS2: Resources and Benchmark for Evaluating Human-Quality Text to Speech Systems
  9. ICLR 2026TTT3R: 3D Reconstruction as Test-Time Training
  10. ICLR 2026TVTSyn: Content-Synchronous Time-Varying Timbre for Streaming Voice Conversion and Anonymization
  11. ICLR 2026UALM: Unified Audio Language Model for Understanding, Generation and Reasoning
  12. ICLR 2026UFO-4D: Unposed Feedforward 4D reconstruction from Two Images
  13. ICLR 2026UltraGauss: Ultrafast Gaussian Reconstruction of 3D Ultrasound Volumes
  14. ICLR 2026Uncertainty Matters in Dynamic Gaussian Splatting for Monocular 4D Reconstruction
  15. ICLR 2026Understanding Dataset Distillation via Spectral Filtering
  16. ICLR 2026UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models
  17. ICLR 2026UniF$^2$ace: A $\underline{Uni}$fied $\underline{F}$ine-grained $\underline{Face}$ Understanding and Generation Model
  18. ICLR 2026Unified Brain Surface and Volume Registration
  19. ICLR 2026Unified Multi-Modal Interactive and Reactive 3D Motion Generation via Rectified Flow
  20. ICLR 2026Unified Vision–Language Modeling via Concept Space Alignment
  21. ICLR 2026UniFlow: A Unified Pixel Flow Tokenizer for Visual Understanding and Generation
  22. ICLR 2026UniLiP: Adapting CLIP for Unified Multimodal Understanding, Generation and Editing
  23. ICLR 2026UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity
  24. ICLR 2026UniSS: Unified Expressive Speech-to-Speech Translation with Your Voice
  25. ICLR 2026Unleashing Guidance Without Classifiers for Human-Object Interaction Animation
  26. ICLR 2026Unmute the Patch Tokens: Rethinking Probing in Multi-Label Audio Classification
  27. ICLR 2026Variation-aware Flexible 3D Gaussian Editing
  28. ICLR 2026Veritas: Generalizable Deepfake Detection via Pattern-Aware Reasoning
  29. ICLR 2026VibeVoice: Expressive Podcast Generation with Next-Token Diffusion
  30. ICLR 2026Video Scene Segmentation with Genre and Duration Signals
  31. ICLR 2026VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
  32. ICLR 2026ViMo: A Generative Visual GUI World Model for App Agents
  33. ICLR 2026Visual Prompt-Agnostic Evolution
  34. ICLR 2026Visual Self-Refine: A Pixel-Guided Paradigm for Accurate Chart Parsing
  35. ICLR 2026VisuRiddles: Fine-grained Perception is a Primary Bottleneck for Multimodal Large Language Models in Abstract Visual Reasoning
  36. ICLR 2026VOGUE: Unified Understanding, Generation, and Editing for Videos
  37. ICLR 2026VowelPrompt: Hearing Speech Emotions from Text via Vowel-level Prosodic Augmentation
  38. ICLR 2026VoxPrivacy: A Benchmark for Evaluating Interactional Privacy of Speech Language Models
  39. ICLR 2026WAFT: Warping-Alone Field Transforms for Optical Flow
  40. ICLR 2026WavePolyp: Video Polyp Segmentation via Hierarchical Wavelet-Based Feature Aggregation and Inter-Frame Divergence Perception
  41. ICLR 2026WearVox: An Egocentric Multichannel Voice Assistant Benchmark for Wearables
  42. ICLR 2026WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization
  43. ICLR 2026WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research
  44. ICLR 2026When MLLMs Meets Compression Distortion: A Coding Paradigm Tailored to MLLMs
  45. ICLR 2026Wiki-R1: Incentivizing Multimodal Reasoning for Knowledge-based VQA via Data and Sampling Curriculum
  46. ICLR 2026WIMFRIS: WIndow Mamba Fusion and Parameter Efficient Tuning for Referring Image Segmentation
  47. ICLR 2026WinT3R: Window-Based Streaming Reconstruction with Camera Token Pool
  48. ICLR 2026WorldTree: Towards 4D Dynamic Worlds from Monocular Video using Tree-Chains
  49. ICLR 2026YoNoSplat: You Only Need One Model for Feedforward 3D Gaussian Splatting
  50. ICLR 2026ZeroGR: A Generalizable and Scalable Framework for Zero-Shot Generative Retrieval

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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