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

505 papers, page 6 of 11

251. ICLR 2025Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
252. ICLR 2025Retri3D: 3D Neural Graphics Representation Retrieval
253. ICLR 2025Reveal Object in Lensless Photography via Region Gaze and Amplification
254. ICLR 2025RFMamba: Frequency-Aware State Space Model for RF-Based Human-Centric Perception
255. ICLR 2025RFWave: Multi-band Rectified Flow for Audio Waveform Reconstruction
256. ICLR 2025RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything
257. ICLR 2025SAM 2: Segment Anything in Images and Videos
258. ICLR 2025Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking
259. ICLR 2025SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement
260. ICLR 2025Scale-aware Recognition in Satellite Images under Resource Constraints
261. ICLR 2025Scaling In-the-Wild Training for Diffusion-based Illumination Harmonization and Editing by Imposing Consistent Light Transport
262. ICLR 2025Scaling Speech-Text Pre-training with Synthetic Interleaved Data
263. ICLR 2025Scaling Transformers for Low-Bitrate High-Quality Speech Coding
264. ICLR 2025SCBench: A KV Cache-Centric Analysis of Long-Context Methods
265. ICLR 2025See What You Are Told: Visual Attention Sink in Large Multimodal Models
266. ICLR 2025Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement
267. ICLR 2025Self-supervised Monocular Depth Estimation Robust to Reflective Surface Leveraged by Triplet Mining
268. ICLR 2025Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors
269. ICLR 2025Semi-Parametric Retrieval via Binary Bag-of-Tokens Index
270. ICLR 2025Sensitivity-Constrained Fourier Neural Operators for Forward and Inverse Problems in Parametric Differential Equations
271. ICLR 2025Sensor-Invariant Tactile Representation
272. ICLR 2025SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction
273. ICLR 2025SiMHand: Mining Similar Hands for Large-Scale 3D Hand Pose Pre-training
274. ICLR 2025SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour
275. ICLR 2025Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
276. ICLR 2025SiReRAG: Indexing Similar and Related Information for Multihop Reasoning
277. ICLR 2025Sketch2Diagram: Generating Vector Diagrams from Hand-Drawn Sketches
278. ICLR 2025Small Models are LLM Knowledge Triggers for Medical Tabular Prediction
279. ICLR 2025SoftMatcha: A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches
280. ICLR 2025SONICS: Synthetic Or Not - Identifying Counterfeit Songs
281. ICLR 2025SonicSim: A customizable simulation platform for speech processing in moving sound source scenarios
282. ICLR 2025Sort-free Gaussian Splatting via Weighted Sum Rendering
283. ICLR 2025SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound Generation
284. ICLR 2025Sparse Learning for State Space Models on Mobile
285. ICLR 2025SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model
286. ICLR 2025Spectral Compressive Imaging via Unmixing-driven Subspace Diffusion Refinement
287. ICLR 2025Speech Robust Bench: A Robustness Benchmark For Speech Recognition
288. ICLR 2025SplatFormer: Point Transformer for Robust 3D Gaussian Splatting
289. ICLR 2025SplineGS: Learning Smooth Trajectories in Gaussian Splatting for Dynamic Scene Reconstruction
290. ICLR 2025SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes
291. ICLR 2025Stable Segment Anything Model
292. ICLR 2025SurFhead: Affine Rig Blending for Geometrically Accurate 2D Gaussian Surfel Head Avatars
293. ICLR 2025SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
294. ICLR 2025Swift4D: Adaptive divide-and-conquer Gaussian Splatting for compact and efficient reconstruction of dynamic scene
295. ICLR 2025Sylber: Syllabic Embedding Representation of Speech from Raw Audio
296. ICLR 2025SyllableLM: Learning Coarse Semantic Units for Speech Language Models
297. ICLR 2025Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling
298. ICLR 2025Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data
299. ICLR 2025T2V2: A Unified Non-Autoregressive Model for Speech Recognition and Synthesis via Multitask Learning
300. ICLR 2025Talking Turns: Benchmarking Audio Foundation Models on Turn-Taking Dynamics

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.