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 2 / 18 页

51. ICLR 2026CoDi: Subject-Consistent and Pose-Diverse Text-to-Image Generation
52. ICLR 2026Codified Finite-state Machines for Role-playing
53. ICLR 2026CoEmoGen: Towards Semantically-Coherent and Scalable Emotional Image Content Generation
54. ICLR 2026CogniMap3D: Cognitive 3D Mapping and Rapid Retrieval
55. ICLR 2026Color3D: Controllable and Consistent 3D Colorization with Personalized Colorizer
56. ICLR 2026CoMind: Towards Community-Driven Agents for Machine Learning Engineering
57. ICLR 2026CompoDistill: Attention Distillation for Compositional Reasoning in Multimodal LLMs
58. ICLR 2026Confident and Adaptive Generative Speech Recognition via Conformal Risk Control
59. ICLR 2026Consistency Geodesic Bridge: Image Restoration with Pretrained Diffusion Models
60. ICLR 2026Constructive Distortion: Improving MLLMs with Attention-Guided Image Warping
61. ICLR 2026Content-Aware Mamba for Learned Image Compression
62. ICLR 2026Continuous Audio Language Models
63. ICLR 2026Continuous Space-Time Video Super-Resolution with 3D Fourier Fields
64. ICLR 2026Contrastive Diffusion Guidance for Spatial Inverse Problems
65. ICLR 2026CoT Vectors: Transferring and Probing the Reasoning Mechanisms of LLMs
66. ICLR 2026Critique-RL: Training Critiquing Language Models Through Two-Stage RL for Improved Discrimination and Constructive Feedback
67. ICLR 2026Cross-Domain Lossy Compression via Rate- and Classification-Constrained Optimal Transport
68. ICLR 2026Cross-Timestep: 3D Diffusion Model with Trans-temporal Memory LSTM and Adaptive Priori Decoding Strategy for Medical Segmentation
69. ICLR 2026CTC-DRO: Robust Optimization for Reducing Language Disparities in Speech Recognition
70. ICLR 2026CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning
71. ICLR 2026Curvature-Guided Task Synergy for Skeleton based Temporal Action Segmentation
72. ICLR 2026Cyber-Zero: Training Cybersecurity Agents without Runtime
73. ICLR 2026CylinderSplat: 3D Gaussian Splatting with Cylindrical Triplanes for Panoramic Novel View Synthesis
74. ICLR 2026D$^2$GS: Depth-and-Density Guided Gaussian Splatting for Stable and Accurate Sparse-View Reconstruction
75. ICLR 2026DA$^{2}$: Depth Anything in Any Direction
76. ICLR 2026Dancing in Chains: Strategic Persuasion in Academic Rebuttal via Theory of Mind
77. ICLR 2026Data-Centric Lessons To Improve Speech-Language Pretraining
78. ICLR 2026Dataset Color Quantization: A Training-Oriented Framework for Dataset-Level Compression
79. ICLR 2026DeAltHDR: Learning HDR Video Reconstruction from Degraded Alternating Exposure Sequences
80. ICLR 2026Declarative Audio Editing with Audio Language Model
81. ICLR 2026DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively
82. ICLR 2026DeLiVR: Differential Spatiotemporal Lie Bias for Efficient Video Deraining
83. ICLR 2026Dens3R: A Foundation Model for 3D Geometry Prediction
84. ICLR 2026Depth Anything 3: Recovering the Visual Space from Any Views
85. ICLR 2026Depth Anything with Any Prior
86. ICLR 2026Designing Affine-Invariant Neural Networks for Photometric Corruption Robustness and Generalization
87. ICLR 2026DiffInk: Glyph- and Style-Aware Latent Diffusion Transformer for Text to Online Handwriting Generation
88. ICLR 2026DiffTrans: Differentiable Geometry-Materials Decomposition for Reconstructing Transparent Objects
89. ICLR 2026Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding
90. ICLR 2026DISCO: Diversifying Sample Condensation for Accelerating Model Evaluation
91. ICLR 2026Discovering heterogeneous synaptic plasticity rules via large-scale neural evolution
92. ICLR 2026Discrete Diffusion for Bundle Construction
93. ICLR 2026DispViT: Direct Stereo Disparity Regression with a Single-Stream Vision Transformer
94. ICLR 2026Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency
95. ICLR 2026Distractor-free Generalizable 3D Gaussian Splatting
96. ICLR 2026Diverse Text Decoding via Iterative Reweighting
97. ICLR 2026DriveAgent-R1: Advancing VLM-based Autonomous Driving with Active Perception and Hybrid Thinking
98. ICLR 2026DrVoice: Parallel Speech-Text Voice Conversation Model via Dual-Resolution Speech Representations
99. ICLR 2026DTO-KD: Dynamic Trade-off Optimization for Effective Knowledge Distillation
100. ICLR 2026DVD-Quant: Data-free Video Diffusion Transformers Quantization

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。