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

823 papers, page 14 of 17

651. ICML 2026TOM-SWE: User Mental Modeling For Software Engineering Agents
652. ICML 2026ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
653. ICML 2026Topological Active Inference for Task Disambiguation
654. ICML 2026Toward Robust Multilingual Adaptation of LLMs for Low-Resource Languages
655. ICML 2026Towards Streaming Synchronized Spatial Audio Generation via Autoregressive Diffusion Transformer
656. ICML 2026Training Deep Spiking Neural Networks without Normalization
657. ICML 2026Training-Free Multimodal Large Language Model Orchestration
658. ICML 2026Two-dimensional quantization for geometry-aware audio coding
659. ICML 2026Ubiquity of Emergent Hebbian Dynamics in Regularized Learning
660. ICML 2026UltraLIF: Fully Differentiable Spiking Neural Networks via Ultradiscretization and Max-Plus Algebra
661. ICML 2026Uncertainty-Aware Clarification in LLM Agents with Information Gain
662. ICML 2026Understanding Performance Collapse in Layer-Pruned Large Language Models via Decision Representation Transitions
663. ICML 2026UniSparse: Combining Weight Pruning and Spike Sparsification in Spiking Neural Networks
664. ICML 2026Unlocking Speech–Text Compositional Powers: Instruction-Following Speech Language Models without Instruction Tuning
665. ICML 2026Unveiling the Entropy Dynamics of Chain-of-Thought Reasoning
666. ICML 2026User-Aware Active Knowledge Acquisition for Emotional Support Dialogue
667. ICML 2026Very Efficient Listwise Multimodal Reranking for Long Documents
668. ICML 2026VocSim A Training-free Benchmark for Zero-shot Content Identity in Single-source Audio
669. ICML 2026XPERT: Expert Knowledge Transfer for Effective Training of Language Models
670. ICML 2026Zeroth-Order Non-Log-Concave Sampling with Variance Reduction and Applications to Inverse Problems
671. NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
672. NeurIPS 2026A Unified Audio Language Model with Text-Aligned Factorized Audio Tokenization
673. NeurIPS 2026Accelerating Diffusion Language Models via Structured Suffix Modeling
674. NeurIPS 2026Actionable Hallucination Detection: Translating Latent Uncertainty into Agentic Critique
675. NeurIPS 2026Adaptive Multi-Frame Learning for Expressive and Stable Atomic Representations
676. NeurIPS 2026Advancing Affordance-Grounded Creative Tool Use in Large Multimodal Models
677. NeurIPS 2026AffectGPT-RL: Revealing Roles of Reinforcement Learning in Open-Vocabulary Emotion Recognition
678. NeurIPS 2026Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation
679. NeurIPS 2026ALTER: An Allen's Algebra-Based Evaluation Framework for Temporal Reasoning of LLMs
680. NeurIPS 2026Approximate Matrix–Vectors Under a Bounded $\ell_1$ Assumption and Applications to Kernel Matrices
681. NeurIPS 2026Asymmetric Hierarchical Anchoring for Robust Audio–Visual Cross-Modal Generalization
682. NeurIPS 2026Asymmetric Phase Coding Audio Watermarking
683. NeurIPS 2026AudioSphere: Towards Self-Supervised Spatial Audio Representation Models
684. NeurIPS 2026AVENUE: Audio-Video Editing Understanding and Evaluation
685. NeurIPS 2026Bayesian Test-Time Inference of Task-Aligned Similarity from Weak Interactive Feedback
686. NeurIPS 2026Before Words, Beyond Speech: Evaluating Nonverbal Social Reasoning in Early Childhood
687. NeurIPS 2026Benchmarking Vietnamese Legal Knowledge of Large Language Models
688. NeurIPS 2026Beyond Correctness: Robustness-Driven Evolutionary Self-Training for Large Language Models
689. NeurIPS 2026Beyond the Full Slate: Evaluating MNL Algorithms on All Slates
690. NeurIPS 2026BrainWhisperer: Leveraging Whisper for Speech Decoding in Neuroprosthetics
691. NeurIPS 2026C3: Long-Horizon Character Consistency via Causal-Continuous State Dynamics and Memory Rewriting
692. NeurIPS 2026Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models
693. NeurIPS 2026Conformal Prediction with Paraphrase-Aware Scoring for LLM Uncertainty Quantification
694. NeurIPS 2026Constraint Retrieval Is Not Constraint Enforcement in Large Language Models
695. NeurIPS 2026Continuous Audio Thinking for Large Audio Language Models
696. NeurIPS 2026Controllable and Content Based Recommendations
697. NeurIPS 2026Controllable User Simulation
698. NeurIPS 2026Correctable Fork Tokens: Verifier-Anchored Selective Credit Assignment for Tool-Integrated RLVR
699. NeurIPS 2026CRESiST: Self-Enhancing Exploritive Policy Learning for Simultaneous Speech Translation
700. NeurIPS 2026CS-Dialogue: A 104-Hour Dataset of Spontaneous Mandarin-English Code-Switching Dialogues for Speech Recognition

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.