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 327 篇，第 6 / 7 页
- ICML 2024Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)
- ICML 2024ELF: Encoding Speaker-Specific Latent Speech Feature for Speech Synthesis
- ICML 2024EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning
- ICML 2024Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning
- ICML 2024Fast Timing-Conditioned Latent Audio Diffusion
- ICML 2024Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching
- ICML 2024How to Escape Sharp Minima with Random Perturbations
- ICML 2024Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response
- ICML 2024I/O Complexity of Attention, or How Optimal is FlashAttention?
- ICML 2024IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation
- ICML 2024Individualized Privacy Accounting via Subsampling with Applications in Combinatorial Optimization
- ICML 2024Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing
- ICML 2024InstructSpeech: Following Speech Editing Instructions via Large Language Models
- ICML 2024LeaPformer: Enabling Linear Transformers for Autoregressive and Simultaneous Tasks via Learned Proportions
- ICML 2024Liouville Flow Importance Sampler
- ICML 2024Listenable Maps for Audio Classifiers
- ICML 2024Measures of diversity and space-filling designs for categorical data
- ICML 2024Minimizing $f$-Divergences by Interpolating Velocity Fields
- ICML 2024NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
- ICML 2024Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates
- ICML 2024On a Neural Implementation of Brenier's Polar Factorization
- ICML 2024Position: Application-Driven Innovation in Machine Learning
- ICML 2024Predictive Coding beyond Correlations
- ICML 2024Proactive Detection of Voice Cloning with Localized Watermarking
- ICML 2024Prompt-guided Precise Audio Editing with Diffusion Models
- ICML 2024Promptbreeder: Self-Referential Self-Improvement via Prompt Evolution
- ICML 2024Pruned Pivot: Correlation Clustering Algorithm for Dynamic, Parallel, and Local Computation Models
- ICML 2024Quantum Theory and Application of Contextual Optimal Transport
- ICML 2024Regression Learning with Limited Observations of Multivariate Outcomes and Features
- ICML 2024Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits
- ICML 2024Riemannian coordinate descent algorithms on matrix manifolds
- ICML 2024SelfVC: Voice Conversion With Iterative Refinement using Self Transformations
- ICML 2024SILVER: Single-loop variance reduction and application to federated learning
- ICML 2024Speech Self-Supervised Learning Using Diffusion Model Synthetic Data
- ICML 2024Statistical Properties of Robust Satisficing
- ICML 2024STELLA: Continual Audio-Video Pre-training with SpatioTemporal Localized Alignment
- ICML 2024Subhomogeneous Deep Equilibrium Models
- ICML 2024Supervised Matrix Factorization: Local Landscape Analysis and Applications
- ICML 2024Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks
- ICML 2024Turnstile $\ell_p$ leverage score sampling with applications
- ICML 2024UniAudio: Towards Universal Audio Generation with Large Language Models
- ICML 2024Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration
- ICML 2024video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models
- ICML 2024Winner-takes-all learners are geometry-aware conditional density estimators
- ICML 2024Zero-Shot Unsupervised and Text-Based Audio Editing Using DDPM Inversion
- ICML 2023A Unified Audio-Visual Learning Framework for Localization, Separation, and Recognition
- ICML 2023Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations
- ICML 2023Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits
- ICML 2023BEATs: Audio Pre-Training with Acoustic Tokenizers
- ICML 2023Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning
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。