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

1,722 papers, page 34 of 35

1651. ICLR 2023Mega: Moving Average Equipped Gated Attention
1652. ICLR 2023Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport
1653. ICLR 2023NANSY++: Unified Voice Synthesis with Neural Analysis and Synthesis
1654. ICLR 2023Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning
1655. ICLR 2023Revisiting the Entropy Semiring for Neural Speech Recognition
1656. ICLR 2023Short-Term Memory Convolutions
1657. ICLR 2023Token Merging: Your ViT But Faster
1658. ICLR 2023TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation
1659. ICLR 2023wav2tok: Deep Sequence Tokenizer for Audio Retrieval
1660. ICML 2023A Unified Audio-Visual Learning Framework for Localization, Separation, and Recognition
1661. ICML 2023Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations
1662. ICML 2023Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits
1663. ICML 2023BEATs: Audio Pre-Training with Acoustic Tokenizers
1664. ICML 2023Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning
1665. ICML 2023Convergence of Proximal Point and Extragradient-Based Methods Beyond Monotonicity: the Case of Negative Comonotonicity
1666. ICML 2023Cross-Entropy Loss Functions: Theoretical Analysis and Applications
1667. ICML 2023D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching
1668. ICML 2023Delay-agnostic Asynchronous Coordinate Update Algorithm
1669. ICML 2023Difference of submodular minimization via DC programming
1670. ICML 2023Differentially Private Hierarchical Clustering with Provable Approximation Guarantees
1671. ICML 2023Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection
1672. ICML 2023DP-Fast MH: Private, Fast, and Accurate Metropolis-Hastings for Large-Scale Bayesian Inference
1673. ICML 2023Efficient Sequence Transduction by Jointly Predicting Tokens and Durations
1674. ICML 2023Functional Neural Networks: Shift invariant models for functional data with applications to EEG classification
1675. ICML 2023Learning Mixtures of Gaussians with Censored Data
1676. ICML 2023Masked Bayesian Neural Networks : Theoretical Guarantee and its Posterior Inference
1677. ICML 2023Master-ASR: Achieving Multilingual Scalability and Low-Resource Adaptation in ASR with Modular Learning
1678. ICML 2023MetricGAN-OKD: Multi-Metric Optimization of MetricGAN via Online Knowledge Distillation for Speech Enhancement
1679. ICML 2023Mu$^2$SLAM: Multitask, Multilingual Speech and Language Models
1680. ICML 2023Optimal Online Generalized Linear Regression with Stochastic Noise and Its Application to Heteroscedastic Bandits
1681. ICML 2023Partial Optimality in Cubic Correlation Clustering
1682. ICML 2023Pre-training for Speech Translation: CTC Meets Optimal Transport
1683. ICML 2023Robust Speech Recognition via Large-Scale Weak Supervision
1684. ICML 2023Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation
1685. ICML 2023Sampling random graph homomorphisms and applications to network data analysis
1686. ICML 2023Self-supervised Neural Factor Analysis for Disentangling Utterance-level Speech Representations
1687. ICML 2023Shiftable Context: Addressing Training-Inference Context Mismatch in Simultaneous Speech Translation
1688. ICML 2023Simplifying Momentum-based Positive-definite Submanifold Optimization with Applications to Deep Learning
1689. ICML 2023Smooth Non-stationary Bandits
1690. ICML 2023The Statistical Scope of Multicalibration
1691. ICML 2023Transformers Meet Directed Graphs
1692. NeurIPS 2023[Re] Exploring the Role of Grammar and Word Choice in Bias Toward African American English (AAE) in Hate Speech Classification
1693. NeurIPS 2023CAPP-130: A Corpus of Chinese Application Privacy Policy Summarization and Interpretation
1694. NeurIPS 2023Critical Initialization of Wide and Deep Neural Networks using Partial Jacobians: General Theory and Applications
1695. NeurIPS 2023DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation
1696. NeurIPS 2023DataPerf: Benchmarks for Data-Centric AI Development
1697. NeurIPS 2023DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning
1698. NeurIPS 2023Distribution-Free Statistical Dispersion Control for Societal Applications
1699. NeurIPS 2023From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion
1700. NeurIPS 2023Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data

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.