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

53 papers, page 1 of 2

1. NeurIPS 2024A Full-duplex Speech Dialogue Scheme Based On Large Language Model
2. NeurIPS 2024Acoustic Volume Rendering for Neural Impulse Response Fields
3. NeurIPS 2024Aligner-Encoders: Self-Attention Transformers Can Be Self-Transducers
4. NeurIPS 2024An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching
5. NeurIPS 2024Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing
6. NeurIPS 2024AudioMarkBench: Benchmarking Robustness of Audio Watermarking
7. NeurIPS 2024AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting
8. NeurIPS 2024AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis
9. NeurIPS 2024BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation
10. NeurIPS 2024Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli
11. NeurIPS 2024CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing
12. NeurIPS 2024Comprehensive Framework for Curating Speech Datasets and Evaluating ASR Systems: A Case Study for the Polish Language
13. NeurIPS 2024Continual Audio-Visual Sound Separation
14. NeurIPS 2024CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations
15. NeurIPS 2024DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging
16. NeurIPS 2024Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation
17. NeurIPS 2024DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
18. NeurIPS 2024Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals
19. NeurIPS 2024emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography
20. NeurIPS 2024Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces
21. NeurIPS 2024FINALLY: fast and universal speech enhancement with studio-like quality
22. NeurIPS 2024Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow Matching
23. NeurIPS 2024GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts
24. NeurIPS 2024GTSinger: A Global Multi-Technique Singing Corpus with Realistic Music Scores for All Singing Tasks
25. NeurIPS 2024Images that Sound: Composing Images and Sounds on a Single Canvas
26. NeurIPS 2024IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS
27. NeurIPS 2024Language Without Borders: A Dataset and Benchmark for Code-Switching Lip Reading
28. NeurIPS 2024Learning Macroscopic Dynamics from Partial Microscopic Observations
29. NeurIPS 2024Learning Spatially-Aware Language and Audio Embeddings
30. NeurIPS 2024Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes
31. NeurIPS 2024Listenable Maps for Zero-Shot Audio Classifiers
32. NeurIPS 2024Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
33. NeurIPS 2024Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
34. NeurIPS 2024RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization
35. NeurIPS 2024REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR
36. NeurIPS 2024SCOREQ: Speech Quality Assessment with Contrastive Regression
37. NeurIPS 2024Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models
38. NeurIPS 2024Separate and Reconstruct: Asymmetric Encoder-Decoder for Speech Separation
39. NeurIPS 2024SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices
40. NeurIPS 2024SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection
41. NeurIPS 2024SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model
42. NeurIPS 2024SongCreator: Lyrics-based Universal Song Generation
43. NeurIPS 2024SpeechAlign: Aligning Speech Generation to Human Preferences
44. NeurIPS 2024SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
45. NeurIPS 2024SSDM: Scalable Speech Dysfluency Modeling
46. NeurIPS 2024Tell What You Hear From What You See - Video to Audio Generation Through Text
47. NeurIPS 2024The iNaturalist Sounds Dataset
48. NeurIPS 2024Topic-Conversation Relevance (TCR) Dataset and Benchmarks
49. NeurIPS 2024Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking
50. NeurIPS 2024TransVIP: Speech to Speech Translation System with Voice and Isochrony Preservation

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.