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

277 papers, page 3 of 6

101. ICLR 2024Listen, Think, and Understand
102. ICLR 2024Look, Remember and Reason: Grounded Reasoning in Videos with Language Models
103. ICLR 2024M3C: A Framework towards Convergent, Flexible, and Unsupervised Learning of Mixture Graph Matching and Clustering
104. ICLR 2024Making LLaMA SEE and Draw with SEED Tokenizer
105. ICLR 2024Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners
106. ICLR 2024Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks
107. ICLR 2024Matrix Manifold Neural Networks++
108. ICLR 2024Mayfly: a Neural Data Structure for Graph Stream Summarization
109. ICLR 2024Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis
110. ICLR 2024MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
111. ICLR 2024Mixture of Weak and Strong Experts on Graphs
112. ICLR 2024MovingParts: Motion-based 3D Part Discovery in Dynamic Radiance Field
113. ICLR 2024Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction
114. ICLR 2024Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications
115. ICLR 2024Multimodal Patient Representation Learning with Missing Modalities and Labels
116. ICLR 2024NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers
117. ICLR 2024Neural Field Classifiers via Target Encoding and Classification Loss
118. ICLR 2024Neural Processing of Tri-Plane Hybrid Neural Fields
119. ICLR 2024Neural SDF Flow for 3D Reconstruction of Dynamic Scenes
120. ICLR 2024NeurRev: Train Better Sparse Neural Network Practically via Neuron Revitalization
121. ICLR 2024Node2ket: Efficient High-Dimensional Network Embedding in Quantum Hilbert Space
122. ICLR 2024On Adversarial Training without Perturbing all Examples
123. ICLR 2024On the Posterior Distribution in Denoising: Application to Uncertainty Quantification
124. ICLR 2024On the Variance of Neural Network Training with respect to Test Sets and Distributions
125. ICLR 2024OpenChat: Advancing Open-source Language Models with Mixed-Quality Data
126. ICLR 2024PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts
127. ICLR 2024PF-LRM: Pose-Free Large Reconstruction Model for Joint Pose and Shape Prediction
128. ICLR 2024PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning
129. ICLR 2024Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
130. ICLR 2024PolyVoice: Language Models for Speech to Speech Translation
131. ICLR 2024PORF: POSE RESIDUAL FIELD FOR ACCURATE NEURAL SURFACE RECONSTRUCTION
132. ICLR 2024PromptTTS 2: Describing and Generating Voices with Text Prompt
133. ICLR 2024Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction
134. ICLR 2024Quantifying and Enhancing Multi-modal Robustness with Modality Preference
135. ICLR 2024Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting
136. ICLR 2024RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural Representations
137. ICLR 2024ResFields: Residual Neural Fields for Spatiotemporal Signals
138. ICLR 2024RETSim: Resilient and Efficient Text Similarity
139. ICLR 2024Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation
140. ICLR 2024RTFS-Net: Recurrent Time-Frequency Modelling for Efficient Audio-Visual Speech Separation
141. ICLR 2024SALMONN: Towards Generic Hearing Abilities for Large Language Models
142. ICLR 2024SEA: Sparse Linear Attention with Estimated Attention Mask
143. ICLR 2024Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech
144. ICLR 2024Shadow Cones: A Generalized Framework for Partial Order Embeddings
145. ICLR 2024Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
146. ICLR 2024Space and time continuous physics simulation from partial observations
147. ICLR 2024SpeechTokenizer: Unified Speech Tokenizer for Speech Language Models
148. ICLR 2024Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM
149. ICLR 2024Stable Anisotropic Regularization
150. ICLR 2024Structural Inference with Dynamics Encoding and Partial Correlation Coefficients

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.