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 505 篇，第 3 / 11 页

101. ICLR 2025Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness
102. ICLR 2025Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks
103. ICLR 2025EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation
104. ICLR 2025econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians
105. ICLR 2025EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing
106. ICLR 2025Efficient Masked AutoEncoder for Video Object Counting and A Large-Scale Benchmark
107. ICLR 2025EffoVPR: Effective Foundation Model Utilization for Visual Place Recognition
108. ICLR 2025EgoExo-Gen: Ego-centric Video Prediction by Watching Exo-centric Videos
109. ICLR 2025EmbodiedSAM: Online Segment Any 3D Thing in Real Time
110. ICLR 2025Empowering Users in Digital Privacy Management through Interactive LLM-Based Agents
111. ICLR 2025Enhancing the Scalability and Applicability of Kohn-Sham Hamiltonians for Molecular Systems
112. ICLR 2025Evidential Learning-based Certainty Estimation for Robust Dense Feature Matching
113. ICLR 2025Exploring the Camera Bias of Person Re-identification
114. ICLR 2025Exposure Bracketing Is All You Need For A High-Quality Image
115. ICLR 2025Expressivity of Neural Networks with Random Weights and Learned Biases
116. ICLR 2025Fast and Accurate Blind Flexible Docking
117. ICLR 2025Fast Feedforward 3D Gaussian Splatting Compression
118. ICLR 2025Fast Training of Sinusoidal Neural Fields via Scaling Initialization
119. ICLR 2025FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality
120. ICLR 2025FIRING-Net: A filtered feature recycling network for speech enhancement
121. ICLR 2025Flow Distillation Sampling: Regularizing 3D Gaussians with Pre-trained Matching Priors
122. ICLR 2025FlowDec: A flow-based full-band general audio codec with high perceptual quality
123. ICLR 2025FormalAlign: Automated Alignment Evaluation for Autoformalization
124. ICLR 2025Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models
125. ICLR 2025FreSh: Frequency Shifting for Accelerated Neural Representation Learning
126. ICLR 2025Fugatto 1: Foundational Generative Audio Transformer Opus 1
127. ICLR 2025Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic Teacher
128. ICLR 2025Gaussian Head & Shoulders: High Fidelity Neural Upper Body Avatars with Anchor Gaussian Guided Texture Warping
129. ICLR 2025Gaussian Splatting Lucas-Kanade
130. ICLR 2025Gaussian-Based Instance-Adaptive Intensity Modeling for Point-Supervised Facial Expression Spotting
131. ICLR 2025GenDataAgent: On-the-fly Dataset Augmentation with Synthetic Data
132. ICLR 2025Generalized Video Moment Retrieval
133. ICLR 2025GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling
134. ICLR 2025Geometry Image Diffusion: Fast and Data-Efficient Text-to-3D with Image-Based Surface Representation
135. ICLR 2025GI-GS: Global Illumination Decomposition on Gaussian Splatting for Inverse Rendering
136. ICLR 2025GLOMA: Global Video Text Spotting with Morphological Association
137. ICLR 2025Graph-Guided Scene Reconstruction from Images with 3D Gaussian Splatting
138. ICLR 2025Grounding Multimodal Large Language Model in GUI World
139. ICLR 2025GS-CPR: Efficient Camera Pose Refinement via 3D Gaussian Splatting
140. ICLR 2025GSE: Group-wise Sparse and Explainable Adversarial Attacks
141. ICLR 2025HAINAN: Fast and Accurate Transducer for Hybrid-Autoregressive ASR
142. ICLR 2025HALL-E: Hierarchical Neural Codec Language Model for Minute-Long Zero-Shot Text-to-Speech Synthesis
143. ICLR 2025Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation
144. ICLR 2025High-dimension Prototype is a Better Incremental Object Detection Learner
145. ICLR 2025High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation
146. ICLR 2025HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction
147. ICLR 2025How Learnable Grids Recover Fine Detail in Low Dimensions: A Neural Tangent Kernel Analysis of Multigrid Parametric Encodings
148. ICLR 2025HQGS: High-Quality Novel View Synthesis with Gaussian Splatting in Degraded Scenes
149. ICLR 2025I Can Hear You: Selective Robust Training for Deepfake Audio Detection
150. ICLR 2025IDInit: A Universal and Stable Initialization Method for Neural Network Training

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。