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 4 of 6

151. ICLR 2024Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding
152. ICLR 2024SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS
153. ICLR 2024Synaptic Weight Distributions Depend on the Geometry of Plasticity
154. ICLR 2024The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World
155. ICLR 2024The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry
156. ICLR 2024The Need for Speed: Pruning Transformers with One Recipe
157. ICLR 2024The Reasonableness Behind Unreasonable Translation Capability of Large Language Model
158. ICLR 2024Think before you speak: Training Language Models With Pause Tokens
159. ICLR 2024Threaten Spiking Neural Networks through Combining Rate and Temporal Information
160. ICLR 2024Traveling Waves Encode The Recent Past and Enhance Sequence Learning
161. ICLR 2024Two-stage LLM Fine-tuning with Less Specialization and More Generalization
162. ICLR 2024Uni3D: Exploring Unified 3D Representation at Scale
163. ICLR 2024UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
164. ICLR 2024USB-NeRF: Unrolling Shutter Bundle Adjusted Neural Radiance Fields
165. ICLR 2024Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis
166. ICLR 2024VQ-TR: Vector Quantized Attention for Time Series Forecasting
167. ICLR 2024Weakly-supervised Audio Separation via Bi-modal Semantic Similarity
168. ICLR 2024What does the Knowledge Neuron Thesis Have to do with Knowledge?
169. ICLR 2024What's in a Prior? Learned Proximal Networks for Inverse Problems
170. ICLR 2024Zipformer: A faster and better encoder for automatic speech recognition
171. ICLR 2024ZipIt! Merging Models from Different Tasks without Training
172. ICLR 2024Zoology: Measuring and Improving Recall in Efficient Language Models
173. ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
174. ICML 2024An Intrinsic Vector Heat Network
175. ICML 2024AND: Audio Network Dissection for Interpreting Deep Acoustic Models
176. ICML 2024Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities
177. ICML 2024Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models
178. ICML 2024Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering
179. ICML 2024Box Facets and Cut Facets of Lifted Multicut Polytopes
180. ICML 2024Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)
181. ICML 2024ELF: Encoding Speaker-Specific Latent Speech Feature for Speech Synthesis
182. ICML 2024EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning
183. ICML 2024Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning
184. ICML 2024Fast Timing-Conditioned Latent Audio Diffusion
185. ICML 2024Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching
186. ICML 2024How to Escape Sharp Minima with Random Perturbations
187. ICML 2024Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response
188. ICML 2024I/O Complexity of Attention, or How Optimal is FlashAttention?
189. ICML 2024IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation
190. ICML 2024Individualized Privacy Accounting via Subsampling with Applications in Combinatorial Optimization
191. ICML 2024Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing
192. ICML 2024InstructSpeech: Following Speech Editing Instructions via Large Language Models
193. ICML 2024LeaPformer: Enabling Linear Transformers for Autoregressive and Simultaneous Tasks via Learned Proportions
194. ICML 2024Liouville Flow Importance Sampler
195. ICML 2024Listenable Maps for Audio Classifiers
196. ICML 2024Measures of diversity and space-filling designs for categorical data
197. ICML 2024Minimizing $f$-Divergences by Interpolating Velocity Fields
198. ICML 2024NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
199. ICML 2024Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates
200. ICML 2024On a Neural Implementation of Brenier's Polar Factorization

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.