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

898 papers, page 7 of 18

301. ICLR 2026Prune-then-Quantize or Quantize-then-Prune? Understanding the Impact of Compression Order in Joint Model Compression
302. ICLR 2026PT$^2$-LLM: Post-Training Ternarization for Large Language Models
303. ICLR 2026Pulp Motion: Framing-aware multimodal camera and human motion generation
304. ICLR 2026QLIP: A Dynamic Quadtree Vision Prior Enhances MLLM Performance Without Retraining
305. ICLR 2026Quant-dLLM: Post-Training Extreme Low-Bit Quantization for Diffusion Large Language Models
306. ICLR 2026Quantized Visual Geometry Grounded Transformer
307. ICLR 2026QuantSparse: Comprehensively Compressing Video Diffusion Transformer with Model Quantization and Attention Sparsification
308. ICLR 2026Query-Level Uncertainty in Large Language Models
309. ICLR 2026QueryStream: Advancing Streaming Video Understanding with Query-Aware Pruning and Proactive Response
310. ICLR 2026QVGen: Pushing the Limit of Quantized Video Generative Models
311. ICLR 2026Radiometrically Consistent Gaussian Surfels for Inverse Rendering
312. ICLR 2026RATE-DISTORTION OPTIMIZED COMMUNICATION FOR COLLABORATIVE PERCEPTION
313. ICLR 2026RayI2P: Learning Rays for Image-to-Point Cloud Registration
314. ICLR 2026Realtime Video Frame Interpolation using One-Step Diffusion Sampling
315. ICLR 2026Reconstructing KV Caches with Cross-Layer Fusion for Enhanced Transformers
316. ICLR 2026ReFocusEraser: Refocusing for Small Object Removal with Robust Context-Shadow Repair
317. ICLR 2026ReLi3D: Relightable Multi-view 3D Reconstruction with Disentangled Illumination
318. ICLR 2026REMem: Reasoning with Episodic Memory in Language Agent
319. ICLR 2026Repurposing Synthetic Data for Fine-grained Search Agent Supervision
320. ICLR 2026ReSplat: Degradation-agnostic Feed-forward Gaussian Splatting via Self-guided Residual Diffusion
321. ICLR 2026Rethinking Causal Mask Attention for Vision-Language Inference
322. ICLR 2026Rethinking Expressivity and Degradation-Awareness in Attention for All-in-One Blind Image Restoration
323. ICLR 2026Rethinking Unsupervised Cross-modal Flow Estimation: Learning from Decoupled Optimization and Consistency Constraint
324. ICLR 2026Rex-Thinker: Grounded Object Referring via Chain-of-Thought Reasoning
325. ICLR 2026RoboOmni: Proactive Robot Manipulation in Omni-modal Context
326. ICLR 2026RoboPARA: Dual-Arm Robot Planning with Parallel Allocation and Recomposition Across Tasks
327. ICLR 2026S2GO: Streaming Sparse Gaussian Occupancy
328. ICLR 2026SAGE: Spatial-visual Adaptive Graph Exploration for Efficient Visual Place Recognition
329. ICLR 2026Salient Object Ranking via Cyclical Perception-Viewing Interaction Modeling
330. ICLR 2026Scalable Multilingual Multimodal Machine Translation with Speech-Text Fusion
331. ICLR 2026Scaling Speech Tokenizers with Diffusion Autoencoders
332. ICLR 2026SCoT: Teaching 3D-LLMs to Think Spatially with Million-scale CoT Annotations
333. ICLR 2026SCRAPL: Scattering Transform with Random Paths for Machine Learning
334. ICLR 2026SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training
335. ICLR 2026Seeing Through Words: Controlling Visual Retrieval Quality with Language
336. ICLR 2026Seeing What’s Not There: Negation Understanding Needs More Than Training
337. ICLR 2026Seeing What’s Wrong: A Trajectory-Guided Approach to Caption Error Detection
338. ICLR 2026Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory
339. ICLR 2026Segment Any Events with Language
340. ICLR 2026Selective Expert Guidance for Effective and Diverse Exploration in Reinforcement Learning of LLMs
341. ICLR 2026Self-Guided Low Light Object Detection Framework
342. ICLR 2026SemHiTok: A Unified Image Tokenizer via Semantic-Guided Hierarchical Codebook for Multimodal Understanding and Generation
343. ICLR 2026Sharp Monocular View Synthesis in Less Than a Second
344. ICLR 2026SHIELD: Suppressing Hallucinations In LVLM Encoders via Bias and Vulnerability Defense
345. ICLR 2026Should We Still Pretrain Encoders with Masked Language Modeling?
346. ICLR 2026Signal Structure-Aware Gaussian Splatting for Large-Scale Scene Reconstruction
347. ICLR 2026SimULi: Real-Time LiDAR and Camera Simulation with Unscented Transforms
348. ICLR 2026SMixer: Rethinking Efficient-Training and Event-Driven SNNs
349. ICLR 2026Some Neural Networks Inherently Preserve Subspace Clustering Structure
350. ICLR 2026SONIC: Spectral Oriented Neural Invariant Convolutions

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.