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 23 / 35 页

  1. ICLR 2025Small Models are LLM Knowledge Triggers for Medical Tabular Prediction
  2. ICLR 2025SoftMatcha: A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches
  3. ICLR 2025SONICS: Synthetic Or Not - Identifying Counterfeit Songs
  4. ICLR 2025SonicSim: A customizable simulation platform for speech processing in moving sound source scenarios
  5. ICLR 2025Sort-free Gaussian Splatting via Weighted Sum Rendering
  6. ICLR 2025SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound Generation
  7. ICLR 2025Sparse Learning for State Space Models on Mobile
  8. ICLR 2025SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model
  9. ICLR 2025Spectral Compressive Imaging via Unmixing-driven Subspace Diffusion Refinement
  10. ICLR 2025Speech Robust Bench: A Robustness Benchmark For Speech Recognition
  11. ICLR 2025SplatFormer: Point Transformer for Robust 3D Gaussian Splatting
  12. ICLR 2025SplineGS: Learning Smooth Trajectories in Gaussian Splatting for Dynamic Scene Reconstruction
  13. ICLR 2025SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes
  14. ICLR 2025Stable Segment Anything Model
  15. ICLR 2025SurFhead: Affine Rig Blending for Geometrically Accurate 2D Gaussian Surfel Head Avatars
  16. ICLR 2025SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
  17. ICLR 2025Swift4D: Adaptive divide-and-conquer Gaussian Splatting for compact and efficient reconstruction of dynamic scene
  18. ICLR 2025Sylber: Syllabic Embedding Representation of Speech from Raw Audio
  19. ICLR 2025SyllableLM: Learning Coarse Semantic Units for Speech Language Models
  20. ICLR 2025Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling
  21. ICLR 2025Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data
  22. ICLR 2025T2V2: A Unified Non-Autoregressive Model for Speech Recognition and Synthesis via Multitask Learning
  23. ICLR 2025Talking Turns: Benchmarking Audio Foundation Models on Turn-Taking Dynamics
  24. ICLR 2025TANGO: Co-Speech Gesture Video Reenactment with Hierarchical Audio Motion Embedding and Diffusion Interpolation
  25. ICLR 2025TEASER: Token Enhanced Spatial Modeling for Expressions Reconstruction
  26. ICLR 2025TeaserGen: Generating Teasers for Long Documentaries
  27. ICLR 2025Temporal Flexibility in Spiking Neural Networks: Towards Generalization Across Time Steps and Deployment Friendliness
  28. ICLR 2025TetSphere Splatting: Representing High-Quality Geometry with Lagrangian Volumetric Meshes
  29. ICLR 2025TexTailor: Customized Text-aligned Texturing via Effective Resampling
  30. ICLR 2025The impact of allocation strategies in subset learning on the expressive power of neural networks
  31. ICLR 2025Theory, Analysis, and Best Practices for Sigmoid Self-Attention
  32. ICLR 2025ThermalGaussian: Thermal 3D Gaussian Splatting
  33. ICLR 2025TIGER: Time-frequency Interleaved Gain Extraction and Reconstruction for Efficient Speech Separation
  34. ICLR 2025ToVE: Efficient Vision-Language Learning via Knowledge Transfer from Vision Experts
  35. ICLR 2025Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings
  36. ICLR 2025Towards Unbiased Learning in Semi-Supervised Semantic Segmentation
  37. ICLR 2025Towards Unified Human Motion-Language Understanding via Sparse Interpretable Characterization
  38. ICLR 2025Track-On: Transformer-based Online Point Tracking with Memory
  39. ICLR 2025Training-Free Dataset Pruning for Instance Segmentation
  40. ICLR 2025Uncertainty modeling for fine-tuned implicit functions
  41. ICLR 2025Uni$^2$Det: Unified and Universal Framework for Prompt-Guided Multi-dataset 3D Detection
  42. ICLR 2025UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization
  43. ICLR 2025UniCoTT: A Unified Framework for Structural Chain-of-Thought Distillation
  44. ICLR 2025Union-over-Intersections: Object Detection beyond Winner-Takes-All
  45. ICLR 2025UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation
  46. ICLR 2025Unposed Sparse Views Room Layout Reconstruction in the Age of Pretrain Model
  47. ICLR 2025UNSURE: self-supervised learning with Unknown Noise level and Stein's Unbiased Risk Estimate
  48. ICLR 2025Vevo: Controllable Zero-Shot Voice Imitation with Self-Supervised Disentanglement
  49. ICLR 2025Vision-LSTM: xLSTM as Generic Vision Backbone
  50. ICLR 2025Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures

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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