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

327 papers, page 4 of 7

151. ICML 2026TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions
152. ICML 2026TOM-SWE: User Mental Modeling For Software Engineering Agents
153. ICML 2026ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
154. ICML 2026Topological Active Inference for Task Disambiguation
155. ICML 2026Toward Robust Multilingual Adaptation of LLMs for Low-Resource Languages
156. ICML 2026Towards Streaming Synchronized Spatial Audio Generation via Autoregressive Diffusion Transformer
157. ICML 2026Training Deep Spiking Neural Networks without Normalization
158. ICML 2026Training-Free Multimodal Large Language Model Orchestration
159. ICML 2026Two-dimensional quantization for geometry-aware audio coding
160. ICML 2026Ubiquity of Emergent Hebbian Dynamics in Regularized Learning
161. ICML 2026UltraLIF: Fully Differentiable Spiking Neural Networks via Ultradiscretization and Max-Plus Algebra
162. ICML 2026Uncertainty-Aware Clarification in LLM Agents with Information Gain
163. ICML 2026Understanding Performance Collapse in Layer-Pruned Large Language Models via Decision Representation Transitions
164. ICML 2026UniSparse: Combining Weight Pruning and Spike Sparsification in Spiking Neural Networks
165. ICML 2026Unlocking Speech–Text Compositional Powers: Instruction-Following Speech Language Models without Instruction Tuning
166. ICML 2026Unveiling the Entropy Dynamics of Chain-of-Thought Reasoning
167. ICML 2026User-Aware Active Knowledge Acquisition for Emotional Support Dialogue
168. ICML 2026Very Efficient Listwise Multimodal Reranking for Long Documents
169. ICML 2026VocSim A Training-free Benchmark for Zero-shot Content Identity in Single-source Audio
170. ICML 2026XPERT: Expert Knowledge Transfer for Effective Training of Language Models
171. ICML 2026Zeroth-Order Non-Log-Concave Sampling with Variance Reduction and Applications to Inverse Problems
172. ICML 2025A Reasoning-Based Approach to Cryptic Crossword Clue Solving
173. ICML 2025A Variational Framework for Improving Naturalness in Generative Spoken Language Models
174. ICML 2025Active Evaluation Acquisition for Efficient LLM Benchmarking
175. ICML 2025Adaptive Elicitation of Latent Information Using Natural Language
176. ICML 2025Aligning Spoken Dialogue Models from User Interactions
177. ICML 2025ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling
178. ICML 2025AnalogGenie-Lite: Enhancing Scalability and Precision in Circuit Topology Discovery through Lightweight Graph Modeling
179. ICML 2025Are Large Language Models Ready for Multi-Turn Tabular Data Analysis?
180. ICML 2025ArrayDPS: Unsupervised Blind Speech Separation with a Diffusion Prior
181. ICML 2025Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities
182. ICML 2025BinauralFlow: A Causal and Streamable Approach for High-Quality Binaural Speech Synthesis with Flow Matching Models
183. ICML 2025Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation
184. ICML 2025Compressed and distributed least-squares regression: convergence rates with applications to federated learning
185. ICML 2025CoSER: Coordinating LLM-Based Persona Simulation of Established Roles
186. ICML 2025Deep Neural Cellular Potts Models
187. ICML 2025Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines
188. ICML 2025Delta Decompression for MoE-based LLMs Compression
189. ICML 2025Dendritic Localized Learning: Toward Biologically Plausible Algorithm
190. ICML 2025DMOSpeech: Direct Metric Optimization via Distilled Diffusion Model in Zero-Shot Speech Synthesis
191. ICML 2025Efficiently Serving Large Multimodal Models Using EPD Disaggregation
192. ICML 2025Emotional Face-to-Speech
193. ICML 2025ETTA: Elucidating the Design Space of Text-to-Audio Models
194. ICML 2025Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation
195. ICML 2025FLAM: Frame-Wise Language-Audio Modeling
196. ICML 2025Fleet of Agents: Coordinated Problem Solving with Large Language Models
197. ICML 2025Flexible and Efficient Grammar-Constrained Decoding
198. ICML 2025Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM
199. ICML 2025From Complex to Atomic: Enhancing Augmented Generation via Knowledge-Aware Dual Rewriting and Reasoning
200. ICML 2025Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction

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.