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

27 papers, page 1 of 1

1. ICLR 2023An efficient encoder-decoder architecture with top-down attention for speech separation
2. ICLR 2023Anisotropic Message Passing: Graph Neural Networks with Directional and Long-Range Interactions
3. ICLR 2023Bag of Tricks for Unsupervised Text-to-Speech
4. ICLR 2023BAYES RISK CTC: CONTROLLABLE CTC ALIGNMENT IN SEQUENCE-TO-SEQUENCE TASKS
5. ICLR 2023BigVGAN: A Universal Neural Vocoder with Large-Scale Training
6. ICLR 2023Bridging the Gap between ANNs and SNNs by Calibrating Offset Spikes
7. ICLR 2023Contextual bandits with concave rewards, and an application to fair ranking
8. ICLR 2023Continual Transformers: Redundancy-Free Attention for Online Inference
9. ICLR 2023Continuous pseudo-labeling from the start
10. ICLR 2023D4AM: A General Denoising Framework for Downstream Acoustic Models
11. ICLR 2023Deep Learning on Implicit Neural Representations of Shapes
12. ICLR 2023Defending against Adversarial Audio via Diffusion Model
13. ICLR 2023Filter-Recovery Network for Multi-Speaker Audio-Visual Speech Separation
14. ICLR 2023GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis
15. ICLR 2023Harnessing Out-Of-Distribution Examples via Augmenting Content and Style
16. ICLR 2023Jointly Learning Visual and Auditory Speech Representations from Raw Data
17. ICLR 2023Learning Multimodal Data Augmentation in Feature Space
18. ICLR 2023Liquid Structural State-Space Models
19. ICLR 2023Mega: Moving Average Equipped Gated Attention
20. ICLR 2023Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport
21. ICLR 2023NANSY++: Unified Voice Synthesis with Neural Analysis and Synthesis
22. ICLR 2023Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning
23. ICLR 2023Revisiting the Entropy Semiring for Neural Speech Recognition
24. ICLR 2023Short-Term Memory Convolutions
25. ICLR 2023Token Merging: Your ViT But Faster
26. ICLR 2023TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation
27. ICLR 2023wav2tok: Deep Sequence Tokenizer for Audio Retrieval

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.