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 17 of 17

801. NeurIPS 2026SteadyThought: Mitigating LLM Under-Thinking via Thought-Level Preference Optimization
802. NeurIPS 2026StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction
803. NeurIPS 2026StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering
804. NeurIPS 2026SWE-Protégé: Learning to Selectively Collaborate With an Expert Unlocks Small Language Models as Software Engineering Agents
805. NeurIPS 2026Task Success Is Not Enough: Side-effect-Aware Evaluation of Tool-Using Language Model Agents
806. NeurIPS 2026The Multi-Block DC Function Class: Theory, Algorithms, and Applications
807. NeurIPS 2026Training a Predictive Coding Network on ImageNet using Equilibrium Propagation
808. NeurIPS 2026Training Quality Determines Efficiency Boundaries in Test-Time Reasoning
809. NeurIPS 2026UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks
810. NeurIPS 2026UniPrefill: Universal Long-Context Prefill Acceleration via Block-wise Dynamic Sparsification
811. NeurIPS 2026Universal Byte-Level Encoding: UTF-8/UTF-16 Routing to Reduce Cross-Script Token-Budget Disparities
812. NeurIPS 2026Virtual-Flow: Virtual Microphone-based Speech Enhancement via Unsupervised Flow Matching
813. NeurIPS 2026VisInteract: Towards Dynamic Interactive Text-to-Visualization under Imperfect Queries
814. NeurIPS 2026VocalCoachBench: Benchmarking Audio-Language Models on Expert Feedback for Singing
815. NeurIPS 2026Voice "Cloning" Is Actually Style Transfer
816. NeurIPS 2026VSRo-200: A Romanian Visual Speech Recognition Dataset for Studying Supervision and Multimodal Robustness
817. NeurIPS 2026WAXAL: A Large-Scale Multilingual African Language Speech Corpus
818. NeurIPS 2026Weighted Conformal Clustering
819. NeurIPS 2026When Reasoning Meets Its Laws
820. NeurIPS 2026When to Adopt Model Updates
821. NeurIPS 2026WordEval: Evaluating Word-Native Operation Fidelity in Document Editing
822. NeurIPS 2026Your Benchmark Is an Empirical Measure Over Difficulty
823. NeurIPS 2026ZEBRA: Zero-shot Budgeted Resource Allocation for LLM Orchestration

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.