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

72 papers, page 1 of 2

1. ICML 2025A Reasoning-Based Approach to Cryptic Crossword Clue Solving
2. ICML 2025A Variational Framework for Improving Naturalness in Generative Spoken Language Models
3. ICML 2025Active Evaluation Acquisition for Efficient LLM Benchmarking
4. ICML 2025Adaptive Elicitation of Latent Information Using Natural Language
5. ICML 2025Aligning Spoken Dialogue Models from User Interactions
6. ICML 2025ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling
7. ICML 2025AnalogGenie-Lite: Enhancing Scalability and Precision in Circuit Topology Discovery through Lightweight Graph Modeling
8. ICML 2025Are Large Language Models Ready for Multi-Turn Tabular Data Analysis?
9. ICML 2025ArrayDPS: Unsupervised Blind Speech Separation with a Diffusion Prior
10. ICML 2025Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities
11. ICML 2025BinauralFlow: A Causal and Streamable Approach for High-Quality Binaural Speech Synthesis with Flow Matching Models
12. ICML 2025Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation
13. ICML 2025Compressed and distributed least-squares regression: convergence rates with applications to federated learning
14. ICML 2025CoSER: Coordinating LLM-Based Persona Simulation of Established Roles
15. ICML 2025Deep Neural Cellular Potts Models
16. ICML 2025Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines
17. ICML 2025Delta Decompression for MoE-based LLMs Compression
18. ICML 2025Dendritic Localized Learning: Toward Biologically Plausible Algorithm
19. ICML 2025DMOSpeech: Direct Metric Optimization via Distilled Diffusion Model in Zero-Shot Speech Synthesis
20. ICML 2025Efficiently Serving Large Multimodal Models Using EPD Disaggregation
21. ICML 2025Emotional Face-to-Speech
22. ICML 2025ETTA: Elucidating the Design Space of Text-to-Audio Models
23. ICML 2025Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation
24. ICML 2025FLAM: Frame-Wise Language-Audio Modeling
25. ICML 2025Fleet of Agents: Coordinated Problem Solving with Large Language Models
26. ICML 2025Flexible and Efficient Grammar-Constrained Decoding
27. ICML 2025Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM
28. ICML 2025From Complex to Atomic: Enhancing Augmented Generation via Knowledge-Aware Dual Rewriting and Reasoning
29. ICML 2025Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction
30. ICML 2025Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction
31. ICML 2025Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates
32. ICML 2025Grammar-Forced Translation of Natural Language to Temporal Logic using LLMs
33. ICML 2025High-Fidelity Simultaneous Speech-To-Speech Translation
34. ICML 2025Implicit Riemannian Optimism with Applications to Min-Max Problems
35. ICML 2025KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
36. ICML 2025LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs – No Silver Bullet for LC or RAG Routing
37. ICML 2025Learn Singularly Perturbed Solutions via Homotopy Dynamics
38. ICML 2025Learning from others' mistakes: Finetuning machine translation models with span-level error annotations
39. ICML 2025Learning Initial Basis Selection for Linear Programming via Duality-Inspired Tripartite Graph Representation and Comprehensive Supervision
40. ICML 2025Learning with Expected Signatures: Theory and Applications
41. ICML 2025Long-Form Speech Generation with Spoken Language Models
42. ICML 2025Making Hard Problems Easier with Custom Data Distributions and Loss Regularization: A Case Study in Modular Arithmetic
43. ICML 2025MATS: An Audio Language Model under Text-only Supervision
44. ICML 2025MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-text Decoding
45. ICML 2025MoHAVE: Mixture of Hierarchical Audio-Visual Experts for Robust Speech Recognition
46. ICML 2025Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding
47. ICML 2025MuseControlLite: Multifunctional Music Generation with Lightweight Conditioners
48. ICML 2025NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction
49. ICML 2025OmniAudio: Generating Spatial Audio from 360-Degree Video
50. ICML 2025One Wave To Explain Them All: A Unifying Perspective On Feature Attribution

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.