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 8 of 11

351. ICML 2025Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines
352. ICML 2025Delta Decompression for MoE-based LLMs Compression
353. ICML 2025Dendritic Localized Learning: Toward Biologically Plausible Algorithm
354. ICML 2025DMOSpeech: Direct Metric Optimization via Distilled Diffusion Model in Zero-Shot Speech Synthesis
355. ICML 2025Efficiently Serving Large Multimodal Models Using EPD Disaggregation
356. ICML 2025Emotional Face-to-Speech
357. ICML 2025ETTA: Elucidating the Design Space of Text-to-Audio Models
358. ICML 2025Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation
359. ICML 2025FLAM: Frame-Wise Language-Audio Modeling
360. ICML 2025Fleet of Agents: Coordinated Problem Solving with Large Language Models
361. ICML 2025Flexible and Efficient Grammar-Constrained Decoding
362. ICML 2025Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM
363. ICML 2025From Complex to Atomic: Enhancing Augmented Generation via Knowledge-Aware Dual Rewriting and Reasoning
364. ICML 2025Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction
365. ICML 2025Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction
366. ICML 2025Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates
367. ICML 2025Grammar-Forced Translation of Natural Language to Temporal Logic using LLMs
368. ICML 2025High-Fidelity Simultaneous Speech-To-Speech Translation
369. ICML 2025Implicit Riemannian Optimism with Applications to Min-Max Problems
370. ICML 2025KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
371. ICML 2025LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs – No Silver Bullet for LC or RAG Routing
372. ICML 2025Learn Singularly Perturbed Solutions via Homotopy Dynamics
373. ICML 2025Learning from others' mistakes: Finetuning machine translation models with span-level error annotations
374. ICML 2025Learning Initial Basis Selection for Linear Programming via Duality-Inspired Tripartite Graph Representation and Comprehensive Supervision
375. ICML 2025Learning with Expected Signatures: Theory and Applications
376. ICML 2025Long-Form Speech Generation with Spoken Language Models
377. ICML 2025Making Hard Problems Easier with Custom Data Distributions and Loss Regularization: A Case Study in Modular Arithmetic
378. ICML 2025MATS: An Audio Language Model under Text-only Supervision
379. ICML 2025MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-text Decoding
380. ICML 2025MoHAVE: Mixture of Hierarchical Audio-Visual Experts for Robust Speech Recognition
381. ICML 2025Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding
382. ICML 2025MuseControlLite: Multifunctional Music Generation with Lightweight Conditioners
383. ICML 2025NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction
384. ICML 2025OmniAudio: Generating Spatial Audio from 360-Degree Video
385. ICML 2025One Wave To Explain Them All: A Unifying Perspective On Feature Attribution
386. ICML 2025Otter: Generating Tests from Issues to Validate SWE Patches
387. ICML 2025Overcoming Non-monotonicity in Transducer-based Streaming Generation
388. ICML 2025OWLS: Scaling Laws for Multilingual Speech Recognition and Translation Models
389. ICML 2025PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations
390. ICML 2025Playmate: Flexible Control of Portrait Animation via 3D-Implicit Space Guided Diffusion
391. ICML 2025Policy Filtration for RLHF to Mitigate Noise in Reward Models
392. ICML 2025Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications
393. ICML 2025QuanONet: Quantum Neural Operator with Application to Differential Equation
394. ICML 2025Reducing Tool Hallucination via Reliability Alignment
395. ICML 2025RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior
396. ICML 2025Rethink GraphODE Generalization within Coupled Dynamical System
397. ICML 2025ReverB-SNN: Reversing Bit of the Weight and Activation for Spiking Neural Networks
398. ICML 2025SING: Spatial Context in Large Language Model for Next-Gen Wearables
399. ICML 2025Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems
400. ICML 2025Steering Protein Language Models

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.