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 16 of 35

751. NeurIPS 2026MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
752. NeurIPS 2026MILES: Modular Instruction Memory with Learnable Selection for Self-Improving LLM Reasoning
753. NeurIPS 2026Mind the Gap: Dataset and Fine-grained Evaluation for Inline Audio Descriptions
754. NeurIPS 2026Minimally Invasive Steering of Language Models
755. NeurIPS 2026Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM
756. NeurIPS 2026Model-Aware Tokenizer Transfer
757. NeurIPS 2026MultiTalk: Scaling Full-Duplex Speech Models to Long, Multi-Party, Bilingual Conversation
758. NeurIPS 2026Mutable Transcripts: Mitigating Context Pollution through Editable Conversation State
759. NeurIPS 2026NPUsper: Eliminating Redundant Computation for Real-Time Whisper on Mobile NPUs
760. NeurIPS 2026OmniSE: Support-Faithful Optimization for Evidence-Centric Audio-Video Reasoning
761. NeurIPS 2026Online Bayesian Calibration under Gradual and Abrupt System Changes
762. NeurIPS 2026Operads for compositional reasoning in LLMs
763. NeurIPS 2026Overcoming State Inertia in Full-Duplex Spoken Language Models via Activation Steering
764. NeurIPS 2026PCEval: A Benchmark for Evaluating Physical Computing Capabilities of Large Language Models
765. NeurIPS 2026PitchBench: Measuring Pitch Hearing in Audio-Language Models
766. NeurIPS 2026POISE: Instance-Specific Prompt Tuning under Latent Mixture Target Distributions
767. NeurIPS 2026Predictively-Oriented Kalman Filtering
768. NeurIPS 2026Probabilistic Data-Driven Modelling of Astrophysical Transients: The Neural Process Family for Ultrafast and Class-Agnostic Light Curve Reconstruction
769. NeurIPS 2026Progress-Aware Distillation for Mitigating Stagnation in Small Language Model Agents
770. NeurIPS 2026Progressive Layer-wise Supervision: Deep-to-Shallow Supervision Annealing for Efficient and Robust Speech Deepfake Detection
771. NeurIPS 2026Prospective Coding Improves Learning in Deep Continuous-Time Recurrent Networks
772. NeurIPS 2026RAIL: Rethinking Auditory Intelligence in Large Audio-Language Models with a CHC-Grounded Benchmark
773. NeurIPS 2026RealityTest: How People Probe AI Identity and Whether Models Disclose It
774. NeurIPS 2026Recon: Reconstruction-Guided Reasoning Synthesis for User Modeling
775. NeurIPS 2026Reconsidering Positional Supervision in Masked Diffusion Language Model Training
776. NeurIPS 2026Reconstructing the Vocal Tract with Differentiable Acoustic Simulation
777. NeurIPS 2026Referring and Reasoning Camouflaged Object Segmentation in Audio-Visual Scenes
778. NeurIPS 2026Rethinking Entropy Allocation in LLM-based ASR: Understanding the Dynamics between Speech Encoders and Large Language Models
779. NeurIPS 2026Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory
780. NeurIPS 2026Rubato: Transcribing Piano Music with Timestamps
781. NeurIPS 2026RVCBench: Benchmarking Robustness of Voice Cloning Across Modern Audio Generation Models
782. NeurIPS 2026RVR: Retrieve-Verify-Retrieve for Comprehensive Question Answering
783. NeurIPS 2026SAFE-FEC: Semantically Constrained Adversarial Frontier Evolution for Factual Error Correction
784. NeurIPS 2026Same Words, Different Judgments: How Preferences Vary Across Modalities
785. NeurIPS 2026SAME: Stability-Aware Embedding Extraction in Mixture-of-Experts Language Models
786. NeurIPS 2026SC$^3$: A Multi-Solvent Solubility Challenge and Benchmark
787. NeurIPS 2026Scaling Point-in-Time Language Models: Economic Evaluation of Embeddings
788. NeurIPS 2026Seeing Speech: Learning Visible Articulatory Dynamics for Speech-Driven 3D Facial Animation
789. NeurIPS 2026SENSE: Semantic Neural Speech Synthesis from Brain Dynamics via Spatial Graph Encoding
790. NeurIPS 2026She Performs Your Voice: A Unified Speech and Dance Motion Model
791. NeurIPS 2026SheafStain: Sheaf-Theoretic Schr\"odinger Bridge for Spatially and Biologically Coherent Virtual Staining
792. NeurIPS 2026Simulating Human Memory with Language Models
793. NeurIPS 2026SLAyiNG: A Diverse and Community-validated Dataset of Queer Slang
794. NeurIPS 2026SLIDERS: Systematic Reviews via Automated Evidence Synthesis and Reconciliation
795. NeurIPS 2026Slowly Annealed Langevin Dynamics: Theory and Applications to Training-Free Guided Generation
796. NeurIPS 2026SMASH: Probing Speech Recognition Robustness via Semantically Targeted Bit Flips
797. NeurIPS 2026Soft Token Alignment for Cross-Lingual Reasoning
798. NeurIPS 2026Speech Tokenizers are Vulnerable: Transferable Semantic Attack and Robust Tokenizer
799. NeurIPS 2026SpreadsheetBench 2: Evaluating Agents on End-to-End Business Spreadsheet Workflows
800. NeurIPS 2026StateTree: Enhancing Long-term Dialogue Reasoning via Reinforcement Learning

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.