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 6 of 7

251. ICML 2024Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)
252. ICML 2024ELF: Encoding Speaker-Specific Latent Speech Feature for Speech Synthesis
253. ICML 2024EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning
254. ICML 2024Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning
255. ICML 2024Fast Timing-Conditioned Latent Audio Diffusion
256. ICML 2024Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching
257. ICML 2024How to Escape Sharp Minima with Random Perturbations
258. ICML 2024Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response
259. ICML 2024I/O Complexity of Attention, or How Optimal is FlashAttention?
260. ICML 2024IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation
261. ICML 2024Individualized Privacy Accounting via Subsampling with Applications in Combinatorial Optimization
262. ICML 2024Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing
263. ICML 2024InstructSpeech: Following Speech Editing Instructions via Large Language Models
264. ICML 2024LeaPformer: Enabling Linear Transformers for Autoregressive and Simultaneous Tasks via Learned Proportions
265. ICML 2024Liouville Flow Importance Sampler
266. ICML 2024Listenable Maps for Audio Classifiers
267. ICML 2024Measures of diversity and space-filling designs for categorical data
268. ICML 2024Minimizing $f$-Divergences by Interpolating Velocity Fields
269. ICML 2024NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
270. ICML 2024Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates
271. ICML 2024On a Neural Implementation of Brenier's Polar Factorization
272. ICML 2024Position: Application-Driven Innovation in Machine Learning
273. ICML 2024Predictive Coding beyond Correlations
274. ICML 2024Proactive Detection of Voice Cloning with Localized Watermarking
275. ICML 2024Prompt-guided Precise Audio Editing with Diffusion Models
276. ICML 2024Promptbreeder: Self-Referential Self-Improvement via Prompt Evolution
277. ICML 2024Pruned Pivot: Correlation Clustering Algorithm for Dynamic, Parallel, and Local Computation Models
278. ICML 2024Quantum Theory and Application of Contextual Optimal Transport
279. ICML 2024Regression Learning with Limited Observations of Multivariate Outcomes and Features
280. ICML 2024Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits
281. ICML 2024Riemannian coordinate descent algorithms on matrix manifolds
282. ICML 2024SelfVC: Voice Conversion With Iterative Refinement using Self Transformations
283. ICML 2024SILVER: Single-loop variance reduction and application to federated learning
284. ICML 2024Speech Self-Supervised Learning Using Diffusion Model Synthetic Data
285. ICML 2024Statistical Properties of Robust Satisficing
286. ICML 2024STELLA: Continual Audio-Video Pre-training with SpatioTemporal Localized Alignment
287. ICML 2024Subhomogeneous Deep Equilibrium Models
288. ICML 2024Supervised Matrix Factorization: Local Landscape Analysis and Applications
289. ICML 2024Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks
290. ICML 2024Turnstile $\ell_p$ leverage score sampling with applications
291. ICML 2024UniAudio: Towards Universal Audio Generation with Large Language Models
292. ICML 2024Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration
293. ICML 2024video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models
294. ICML 2024Winner-takes-all learners are geometry-aware conditional density estimators
295. ICML 2024Zero-Shot Unsupervised and Text-Based Audio Editing Using DDPM Inversion
296. ICML 2023A Unified Audio-Visual Learning Framework for Localization, Separation, and Recognition
297. ICML 2023Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations
298. ICML 2023Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits
299. ICML 2023BEATs: Audio Pre-Training with Acoustic Tokenizers
300. ICML 2023Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning

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.