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 128 篇，第 2 / 3 页

51. ICLR 2024Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation.
52. ICLR 2024Learning the greatest common divisor: explaining transformer predictions
53. ICLR 2024Learning to Reject with a Fixed Predictor: Application to Decontextualization
54. ICLR 2024Leveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control
55. ICLR 2024Lie Group Decompositions for Equivariant Neural Networks
56. ICLR 2024LipSim: A Provably Robust Perceptual Similarity Metric
57. ICLR 2024Listen, Think, and Understand
58. ICLR 2024Look, Remember and Reason: Grounded Reasoning in Videos with Language Models
59. ICLR 2024M3C: A Framework towards Convergent, Flexible, and Unsupervised Learning of Mixture Graph Matching and Clustering
60. ICLR 2024Making LLaMA SEE and Draw with SEED Tokenizer
61. ICLR 2024Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners
62. ICLR 2024Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks
63. ICLR 2024Matrix Manifold Neural Networks++
64. ICLR 2024Mayfly: a Neural Data Structure for Graph Stream Summarization
65. ICLR 2024Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis
66. ICLR 2024MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
67. ICLR 2024Mixture of Weak and Strong Experts on Graphs
68. ICLR 2024MovingParts: Motion-based 3D Part Discovery in Dynamic Radiance Field
69. ICLR 2024Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction
70. ICLR 2024Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications
71. ICLR 2024Multimodal Patient Representation Learning with Missing Modalities and Labels
72. ICLR 2024NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers
73. ICLR 2024Neural Field Classifiers via Target Encoding and Classification Loss
74. ICLR 2024Neural Processing of Tri-Plane Hybrid Neural Fields
75. ICLR 2024Neural SDF Flow for 3D Reconstruction of Dynamic Scenes
76. ICLR 2024NeurRev: Train Better Sparse Neural Network Practically via Neuron Revitalization
77. ICLR 2024Node2ket: Efficient High-Dimensional Network Embedding in Quantum Hilbert Space
78. ICLR 2024On Adversarial Training without Perturbing all Examples
79. ICLR 2024On the Posterior Distribution in Denoising: Application to Uncertainty Quantification
80. ICLR 2024On the Variance of Neural Network Training with respect to Test Sets and Distributions
81. ICLR 2024OpenChat: Advancing Open-source Language Models with Mixed-Quality Data
82. ICLR 2024PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts
83. ICLR 2024PF-LRM: Pose-Free Large Reconstruction Model for Joint Pose and Shape Prediction
84. ICLR 2024PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning
85. ICLR 2024Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
86. ICLR 2024PolyVoice: Language Models for Speech to Speech Translation
87. ICLR 2024PORF: POSE RESIDUAL FIELD FOR ACCURATE NEURAL SURFACE RECONSTRUCTION
88. ICLR 2024PromptTTS 2: Describing and Generating Voices with Text Prompt
89. ICLR 2024Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction
90. ICLR 2024Quantifying and Enhancing Multi-modal Robustness with Modality Preference
91. ICLR 2024Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting
92. ICLR 2024RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural Representations
93. ICLR 2024ResFields: Residual Neural Fields for Spatiotemporal Signals
94. ICLR 2024RETSim: Resilient and Efficient Text Similarity
95. ICLR 2024Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation
96. ICLR 2024RTFS-Net: Recurrent Time-Frequency Modelling for Efficient Audio-Visual Speech Separation
97. ICLR 2024SALMONN: Towards Generic Hearing Abilities for Large Language Models
98. ICLR 2024SEA: Sparse Linear Attention with Estimated Attention Mask
99. ICLR 2024Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech
100. ICLR 2024Shadow Cones: A Generalized Framework for Partial Order Embeddings

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。