Applications · speech and audio papers, 2023–2026

Key findings

• Applications · speech and audio went from 117 papers in 2023 to 823 in 2026, roughly 7.0x in three years.
• ICLR publishes the most Applications · speech and audio work: 898 papers from 2023 to 2026, 52% of the four-venue total.
• The fastest-growing overlap is with Applications · computer vision: papers tagged with both rose from 0 in 2023 to 292 in 2026.
• Among the 10 topics under Application Domains, it ranks #3 by 2026 paper count; the fastest grower in the group, Applications · health medicine, is up 61x versus 7.0x here.

Representative papers

Spread across years and venues so every edition shows up

• 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

All Applications · speech and audio papers

898 papers, page 2 of 18

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

FAQ

How many Applications · speech and audio papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

1,722 in total: 117 in 2023, 277 in 2024, 505 in 2025, 823 in 2026.

How many Applications · speech and audio papers are at NeurIPS 2026?

NeurIPS 2026 has 153 Applications · speech and audio papers, versus 98 the year before.

How many Applications · speech and audio papers are at ICLR 2026?

ICLR 2026 has 451 Applications · speech and audio papers, versus 292 the year before.

How many Applications · speech and audio papers are at ICML 2026?

ICML 2026 has 171 Applications · speech and audio papers, versus 72 the year before.

How many Applications · speech and audio papers are at CVPR 2026?

CVPR 2026 has 48 Applications · speech and audio papers, versus 43 the year before.

Which conference publishes the most Applications · speech and audio papers?

ICLR, with 898 papers from 2023 to 2026.