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 823 篇，第 13 / 17 页
- ICML 2026On the Salience of Low-Probability Tokens for AI-Generated Text Detection: A Multiscale Uncertainty Perspective
- ICML 2026Optimal Design for Multinomial Logit Model with Applications to Best Assortment Identification
- ICML 2026Optimizing Diversity and Quality through Base-Aligned Model Collaboration
- ICML 2026PHALAR: Phasors for Learned Musical Audio Representations
- ICML 2026PhaseCoder: Microphone Geometry-Agnostic Spatial Audio Understanding for Multimodal LLMs
- ICML 2026Physically-Guided Data-Space Rectified Flow for Precipitation Nowcasting
- ICML 2026Pianist Transformer: Towards Expressive Piano Performance Rendering via Scalable Self-Supervised Pre-Training
- ICML 2026Plan Then Action: High-Level Planning Guidance Reinforcement Learning for LLM Reasoning
- ICML 2026Polyphonia: Zero-Shot Timbre Transfer in Polyphonic Music with Acoustic-Informed Attention Calibration
- ICML 2026Proximal Splitting Methods for Hybrid Differentiable Models
- ICML 2026Quaternion Self-Attention with Shared Scores
- ICML 2026Query-Based Asymmetric Modeling with Decoupled Input–Output Rates for Speech Restoration
- ICML 2026Ranking Free RAG: Replacing Re-ranking with Selection in RAG for Sensitive Domains
- ICML 2026Real-World Unsupervised Models Generalize to Predict Brain Responses to Out-of-Distribution Stimuli
- ICML 2026ReGen: Hierarchical Multi-Prompt Representation Generation for Efficient Waveform Diffusion Models
- ICML 2026Reinforcing Real-world Service Agents: Balancing Utility and Cost in Task-oriented Dialogue
- ICML 2026Relative Entropy Estimation in Function Space: Theory and Applications to Trajectory Inference
- ICML 2026Resource-Efficient Reinforcement for Reasoning Large Language Models via Dynamic One-Shot Policy Refinement
- ICML 2026REST: Diffusion-based Real-time End-to-end Streaming Talking Head Generation via ID-Context Caching and Asynchronous Streaming Distillation
- ICML 2026Rethink the Role of Neural Decoders in Quantum Error Correction
- ICML 2026Rethinking Attention in Spiking Transformers: Overcoming Density Bias with Set Similarity
- ICML 2026Rethinking Code Complexity Through the Lens of Large Language Models
- ICML 2026Rethinking the Reranker: Boundary-Aware Evidence Selection for Robust Retrieval-Augmented Generation
- ICML 2026Rewiring Experts on the Fly: Continuous Rerouting for Better Online Adaptation in Mixture-of-Expert Models
- ICML 2026Safe and Scalable Web Agent Learning via Recreated Websites
- ICML 2026SAM Audio: Segment Anything in Audio
- ICML 2026Scaling Behavior in Model Fine-tuning for Audio DeepFake Detection
- ICML 2026Scaling Small Agents Through Strategy Auctions
- ICML 2026Scaling Transformers for End-to-End Discrete Audio Tokenization
- ICML 2026Self-Guidance: Enhancing Neural Codecs via Decoder Manifold Alignment
- ICML 2026SENDAI: A Hierarchical Sparse-measurement, EfficieNt Data AssImilation Framework
- ICML 2026Simple Algorithms for Bad Triangle Transversals with Applications to Correlation Clustering
- ICML 2026Simultaneous Speech-to-Speech Translation Without Aligned Data
- ICML 2026SmoothSpike: Spiking Transformer with Learnable Hadamard Transformation
- ICML 2026SoftMatcha 2: A Fast and Soft Pattern Matcher for Trillion-Scale Corpora
- ICML 2026SONAR: Spectral‑Contrastive Audio Residuals for Generalizable Deepfake Detection
- ICML 2026SonicMaster: Towards Controllable All-in-One Music Restoration and Mastering
- ICML 2026Sparse Autoencoders for Interpretable Emotion Control in Text-to-Speech
- ICML 2026SPEAR: A Unified SSL Framework for Learning Speech and Audio Representations
- ICML 2026Speech-Audio Compositional Attacks on Multimodal LLMs and Their Defense with SALMONN-Guard
- ICML 2026SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding
- ICML 2026Spherical Procrustes Alignment for Reliable Medical Audio Diagnosis
- ICML 2026SpikingLM: Towards Fully Spiking Language Model
- ICML 2026STAR-VAE: Structured Topology-Aware Regularization for Audio Reconstruction and Generation
- ICML 2026STARCaster: Spatio-Temporal AutoRegressive Video Diffusion for Identity- and View-Aware Talking Portraits
- ICML 2026StormInsight: Hierarchical Environmental Forcing and Vertical Coupling for Weather System Evolution
- ICML 2026SWE-IF: Aligning Code Evaluation with Human Preference
- ICML 2026TG-RAG: A Retrieval-Augmented Framework for Reasoning Guidance in Specialized Domains
- ICML 2026The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning
- ICML 2026TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions
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。