Applications · speech and audio papers, 2023–2026
Application area: speech_and_audio
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 1,722 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 31 | 27 | 32 | 27 | 117 |
| 2024 | 53 | 128 | 52 | 44 | 277 |
| 2025 | 98 | 292 | 72 | 43 | 505 |
| 2026 | 153 | 451 | 171 | 48 | 823 |
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
327 papers, page 5 of 7
- ICML 2025Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction
- ICML 2025Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates
- ICML 2025Grammar-Forced Translation of Natural Language to Temporal Logic using LLMs
- ICML 2025High-Fidelity Simultaneous Speech-To-Speech Translation
- ICML 2025Implicit Riemannian Optimism with Applications to Min-Max Problems
- ICML 2025KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
- ICML 2025LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs – No Silver Bullet for LC or RAG Routing
- ICML 2025Learn Singularly Perturbed Solutions via Homotopy Dynamics
- ICML 2025Learning from others' mistakes: Finetuning machine translation models with span-level error annotations
- ICML 2025Learning Initial Basis Selection for Linear Programming via Duality-Inspired Tripartite Graph Representation and Comprehensive Supervision
- ICML 2025Learning with Expected Signatures: Theory and Applications
- ICML 2025Long-Form Speech Generation with Spoken Language Models
- ICML 2025Making Hard Problems Easier with Custom Data Distributions and Loss Regularization: A Case Study in Modular Arithmetic
- ICML 2025MATS: An Audio Language Model under Text-only Supervision
- ICML 2025MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-text Decoding
- ICML 2025MoHAVE: Mixture of Hierarchical Audio-Visual Experts for Robust Speech Recognition
- ICML 2025Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding
- ICML 2025MuseControlLite: Multifunctional Music Generation with Lightweight Conditioners
- ICML 2025NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction
- ICML 2025OmniAudio: Generating Spatial Audio from 360-Degree Video
- ICML 2025One Wave To Explain Them All: A Unifying Perspective On Feature Attribution
- ICML 2025Otter: Generating Tests from Issues to Validate SWE Patches
- ICML 2025Overcoming Non-monotonicity in Transducer-based Streaming Generation
- ICML 2025OWLS: Scaling Laws for Multilingual Speech Recognition and Translation Models
- ICML 2025PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations
- ICML 2025Playmate: Flexible Control of Portrait Animation via 3D-Implicit Space Guided Diffusion
- ICML 2025Policy Filtration for RLHF to Mitigate Noise in Reward Models
- ICML 2025Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications
- ICML 2025QuanONet: Quantum Neural Operator with Application to Differential Equation
- ICML 2025Reducing Tool Hallucination via Reliability Alignment
- ICML 2025RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior
- ICML 2025Rethink GraphODE Generalization within Coupled Dynamical System
- ICML 2025ReverB-SNN: Reversing Bit of the Weight and Activation for Spiking Neural Networks
- ICML 2025SING: Spatial Context in Large Language Model for Next-Gen Wearables
- ICML 2025Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems
- ICML 2025Steering Protein Language Models
- ICML 2025Supervised Contrastive Learning from Weakly-Labeled Audio Segments for Musical Version Matching
- ICML 2025The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning
- ICML 2025The dark side of the forces: assessing non-conservative force models for atomistic machine learning
- ICML 2025TraceGrad: a Framework Learning Expressive SO(3)-equivariant Non-linear Representations for Electronic-Structure Hamiltonian Prediction
- ICML 2025UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation
- ICML 2025Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning
- ICML 2025XAttnMark: Learning Robust Audio Watermarking with Cross-Attention
- ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
- ICML 2024An Intrinsic Vector Heat Network
- ICML 2024AND: Audio Network Dissection for Interpreting Deep Acoustic Models
- ICML 2024Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities
- ICML 2024Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models
- ICML 2024Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering
- ICML 2024Box Facets and Cut Facets of Lifted Multicut Polytopes
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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.
More in Application Domains
- Applications · chemistry physics and earth sciences 3,316
- Applications · computer vision 2,538
- Applications · neuroscience and cognitive science 2,033
- Applications · human computer interaction 1,027
- Applications · robotics 393
- Applications · health medicine 350
- Applications · security 28
- Applications · economics 19
- Applications · education 4