应用 · speech and audio论文趋势 2023–2026

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。

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 898 篇，第 3 / 18 页

101. ICLR 2026Dynamic Novel View Synthesis in High Dynamic Range
102. ICLR 2026EAST: Early Action Prediction Sampling Strategy with Token Masking
103. ICLR 2026Echo: Towards Advanced Audio Comprehension via Audio-Interleaved Reasoning
104. ICLR 2026EchoMind: An Interrelated Multi-level Benchmark for Evaluating Empathetic Speech Language Models
105. ICLR 2026EdgeCape: Edge Weight Prediction For Category-Agnostic Pose Estimation
106. ICLR 2026Efficient Audio-Visual Speech Separation with Discrete Lip Semantics and Multi-Scale Global-Local Attention
107. ICLR 2026Efficient Degradation-agnostic Image Restoration via Channel-Wise Functional Decomposition and Manifold Regularization
108. ICLR 2026Efficient Multimodal Spatial Reasoning via Dynamic and Asymmetric Routing
109. ICLR 2026Efficient-LVSM: Faster, Cheaper, and Better Large View Synthesis Model via Decoupled Co-Refinement Attention
110. ICLR 2026EgoHandICL: Egocentric 3D Hand Reconstruction with In-Context Learning
111. ICLR 2026Eliminating VAE for Fast and High-Resolution Generative Detail Restoration
112. ICLR 2026Embodied Agents Meet Personalization: Investigating Challenges and Solutions Through the Lens of Memory Utilization
113. ICLR 2026EMBridge: Enhancing Gesture Generalization from EMG Signals Through Cross-modal Representation Learning
114. ICLR 2026Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking
115. ICLR 2026Enabling Your Forensic Detector Know How Well It Performs on Distorted Samples
116. ICLR 2026End-to-end Listen, Look, Speak and Act
117. ICLR 2026Enhancing Vision Transformers for Object Detection via Context-Aware Token Selection and Packing
118. ICLR 2026Enhancing Visual Token Representations for Video Large Language Models via Training-free Spatial-Temporal Pooling and Gridding
119. ICLR 2026Entropy-Monitored Kernelized Token Distillation for Audio-Visual Compression
120. ICLR 2026Equivariant Splitting: Self-supervised learning from incomplete data
121. ICLR 2026Estimating Dimensionality of Neural Representations from Finite Samples
122. ICLR 2026Estimating Semantic Alphabet Size for LLM Uncertainty Quantification
123. ICLR 2026ETGS: Explicit Thermodynamics Gaussian Splatting for Dynamic Thermal Reconstruction
124. ICLR 2026Exchangeability of GNN Representations with Applications to Graph Retrieval
125. ICLR 2026Exploring Specular Reflection Inconsistency for Generalizable Face Forgery Detection
126. ICLR 2026ExPO-HM: Learning to Explain-then-Detect for Hateful Meme Detection
127. ICLR 2026Extending Fourier Neural Operators for Modeling Parameterized and Coupled PDEs
128. ICLR 2026Falcon: Fast Proximal Linearization of Normalized Cuts for Unsupervised Image Segmentation
129. ICLR 2026FARI: Robust One-Step Inversion for Watermarking in Diffusion Models
130. ICLR 2026FARTrack: Fast Autoregressive Visual Tracking with High Performance
131. ICLR 2026FastAvatar: Towards Unified and Fast 3D Avatar Reconstruction with Large Gaussian Reconstruction Transformers
132. ICLR 2026Faster Vision Transformers with Adaptive Patches
133. ICLR 2026FastGHA: Generalized Few-Shot 3D Gaussian Head Avatars with Real-Time Animation
134. ICLR 2026Feed-forward Human Performance Capture via Progressive Canonical Space Updates
135. ICLR 2026Fixing the Broken Compass: Diagnosing and Improving Inference-Time Reward Modeling
136. ICLR 2026Flash-Mono: Feed-Forward Accelerated Gaussian Splatting Monocular SLAM
137. ICLR 2026Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution
138. ICLR 2026FlexiCodec: A Dynamic Neural Audio Codec for Low Frame Rates
139. ICLR 2026Flow2GAN: Hybrid Flow Matching and GAN with Multi-Resolution Network for One-/Two-step High-Fidelity Audio Generation
140. ICLR 2026Follow-Your-Shape: Shape-Aware Image Editing via Trajectory-Guided Region Control
141. ICLR 2026Fostering Video Reasoning via Next-Event Prediction
142. ICLR 2026Foundation Visual Encoders Are Secretly Few-Shot Anomaly Detectors
143. ICLR 2026Fractional-Order Spiking Neural Network
144. ICLR 2026FreeAdapt: Unleashing Diffusion Priors for Ultra-High-Definition Image Restoration
145. ICLR 2026From Pixels to Semantics: Unified Facial Action Representation Learning for Micro-Expression Analysis
146. ICLR 2026From Tokens to Nodes: Semantic-Guided Motion Control for Dynamic 3D Gaussian Splatting
147. ICLR 2026From Utterance to Vividity: Training Expressive Subtitle Translation LLM via Adaptive Local Preference Optimization
148. ICLR 2026Fused-Planes: Why Train a Thousand Tri-Planes When You Can Share?
149. ICLR 2026Fusing Pixels and Genes: Spatially-Aware Learning in Computational Pathology
150. ICLR 2026GaitSnippet: Gait Recognition Beyond Unordered Sets and Ordered Sequences

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。