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
- 应用 · speech and audio论文从 2023 年的 117 篇增长到 2026 年的 823 篇，三年间扩大到约 7.0 倍。
- ICLR 是发应用 · speech and audio论文最多的会议，2023–2026 年共 898 篇，占四个会议总量的 52%。
- 交叉方向里涨得最快的是应用 · computer vision：同时属于两个主题的论文从 2023 年的 0 篇增至 2026 年的 292 篇。
- 在「应用领域」的 10 个主题里，它的 2026 年论文数排第 3；同组增长最快的应用 · health medicine是 61 倍，应用 · speech and audio是 7.0 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 31 | 27 | 32 | 27 | 117 |
| 2024 | 53 | 128 | 52 | 44 | 277 |
| 2025 | 98 | 292 | 72 | 43 | 505 |
| 2026 | 153 | 451 | 171 | 48 | 823 |
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
- NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
- ICML 2026(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations
- ICLR 2026A Scene is Worth a Thousand Features: Feed-Forward Camera Localization from a Collection of Image Features
- CVPR 2026Globscope Toward a Global View of the Loss Landscape
- NeurIPS 2025AHa-Bench: Benchmarking Audio Hallucinations in Large Audio-Language Models
- ICML 2025A Variational Framework for Improving Naturalness in Generative Spoken Language Models
- ICLR 2025A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis
- CVPR 2025Blurred LiDAR for Sharper 3D: Robust Handheld 3D Scanning with Diffuse LiDAR and RGB
- NeurIPS 2024Acoustic Volume Rendering for Neural Impulse Response Fields
- ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
- ICLR 2024Dynamic Neural Response Tuning
- CVPR 2024DiVAS: Video and Audio Synchronization with Dynamic Frame Rates
- NeurIPS 2023[Re] Exploring the Role of Grammar and Word Choice in Bias Toward African American English (AAE) in Hate Speech Classification
- ICML 2023Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations
- ICLR 2023An efficient encoder-decoder architecture with top-down attention for speech separation
- CVPR 20233D Line Mapping Revisited
- NeurIPS 2026Approximate Matrix–Vectors Under a Bounded $\ell_1$ Assumption and Applications to Kernel Matrices
- ICML 2026AudioChat: Unified Audio Storytelling, Editing, and Understanding with Transfusion Forcing
- ICLR 2026A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models
- CVPR 2026Hierarchical Codec Diffusion for Video-to-Speech Generation
全部应用 · speech and audio论文
共 1,722 篇，第 26 / 35 页
- NeurIPS 2025Comparator-Adaptive $\Phi$-Regret: Improved Bounds, Simpler Algorithms, and Applications to Games
- NeurIPS 2025Conformal Linguistic Calibration: Trading-off between Factuality and Specificity
- NeurIPS 2025CoreaSpeech: Korean Speech Corpus via JAMO-based Coreset Selection for Efficient and Robust Korean Speech Generation
- NeurIPS 2025CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching
- NeurIPS 2025DeepASA: An Object-Oriented Multi-Purpose Network for Auditory Scene Analysis
- NeurIPS 2025DroneAudioset: An Audio Dataset for Drone-based Search and Rescue
- NeurIPS 2025Dynamical Properties of Tokens in Self-Attention and Effects of Positional Encoding
- NeurIPS 2025E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models
- NeurIPS 2025E2E-VGuard: Adversarial Prevention for Production LLM-based End-To-End Speech Synthesis
- NeurIPS 2025Efficient Speech Language Modeling via Energy Distance in Continuous Latent Space
- NeurIPS 2025EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge
- NeurIPS 2025Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping
- NeurIPS 2025EuroSpeech: A Multilingual Speech Corpus
- NeurIPS 2025Event-Driven Dynamic Scene Depth Completion
- NeurIPS 2025FastLongSpeech: Enhancing Large Speech-Language Models for Efficient Long-Speech Processing
- NeurIPS 2025Feature Unlearning: Theoretical Foundations and Practical Applications with Shuffling
- NeurIPS 2025FocalCodec: Low-Bitrate Speech Coding via Focal Modulation Networks
- NeurIPS 2025From Average-Iterate to Last-Iterate Convergence in Games: A Reduction and Its Applications
- NeurIPS 2025Generalizable Insights for Graph Transformers in Theory and Practice
- NeurIPS 2025Improved Regret and Contextual Linear Extension for Pandora's Box and Prophet Inequality
- NeurIPS 2025Improving Target Sound Extraction via Disentangled Codec Representations with Privileged Knowledge Distillation
- NeurIPS 2025Inner Speech as Behavior Guides: Steerable Imitation of Diverse Behaviors for Human-AI coordination
- NeurIPS 2025Jailbreak-AudioBench: In-Depth Evaluation and Analysis of Jailbreak Threats for Large Audio Language Models
- NeurIPS 2025Johnson-Lindenstrauss Lemma Beyond Euclidean Geometry
- NeurIPS 2025Learning Juntas under Markov Random Fields
- NeurIPS 2025Learning the Wrong Lessons: Syntactic-Domain Spurious Correlations in Language Models
- NeurIPS 2025Let Them Talk: Audio-Driven Multi-Person Conversational Video Generation
- NeurIPS 2025LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale
- NeurIPS 2025Listening to the Brain: Multi-Band sEEG Auditory Reconstruction via Dynamic Spatio-Temporal Hypergraphs
- NeurIPS 2025Long-term Intracortical Neural activity and Kinematics (LINK): An intracortical neural dataset for chronic brain-machine interfaces, neuroscience, and machine learning
- NeurIPS 2025Massive Sound Embedding Benchmark (MSEB)
- NeurIPS 2025Mellow: a small audio language model for reasoning
- NeurIPS 2025Metis: A Foundation Speech Generation Model with Masked Generative Pre-training
- NeurIPS 2025MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix
- NeurIPS 2025MoME: Mixture of Matryoshka Experts for Audio-Visual Speech Recognition
- NeurIPS 2025MoonCast: High-Quality Zero-Shot Podcast Generation
- NeurIPS 2025MRSAudio: A Large-Scale Multimodal Recorded Spatial Audio Dataset with Refined Annotations
- NeurIPS 2025OmniSync: Towards Universal Lip Synchronization via Diffusion Transformers
- NeurIPS 2025On the Coexistence and Ensembling of Watermarks
- NeurIPS 2025OpenOmni: Advancing Open-Source Omnimodal Large Language Models with Progressive Multimodal Alignment and Real-time Emotional Speech Synthesis
- NeurIPS 2025PLMTrajRec: A Scalable and Generalizable Trajectory Recovery Method with Pre-trained Language Models
- NeurIPS 2025PreFM: Online Audio-Visual Event Parsing via Predictive Future Modeling
- NeurIPS 2025Puppeteer: Rig and Animate Your 3D Models
- NeurIPS 2025PyraMotion: Attentional Pyramid-Structured Motion Integration for Co-Speech 3D Gesture Synthesis
- NeurIPS 2025RANK++LETR: Learn to Rank and Optimize Candidates for Line Segment Detection
- NeurIPS 2025Register and [CLS] tokens induce a decoupling of local and global features in large ViTs
- NeurIPS 2025Resounding Acoustic Fields with Reciprocity
- NeurIPS 2025RESPIN-S1.0: A read speech corpus of 10000+ hours in dialects of nine Indian Languages
- NeurIPS 2025Robust Distortion-Free Watermark for Autoregressive Audio Generation Models
- NeurIPS 2025Rotary Masked Autoencoders are Versatile Learners
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"}
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。