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

171 papers, page 4 of 4

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

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.