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
505 papers, page 9 of 11
- 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
- NeurIPS 2025🎧MOSPA: Human Motion Generation Driven by Spatial Audio
- NeurIPS 2025$\texttt{AVROBUSTBENCH}$: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time
- NeurIPS 2025A Dynamic Learning Strategy for Dempster-Shafer Theory with Applications in Classification and Enhancement
- NeurIPS 2025A Scalable, Causal, and Energy Efficient Framework for Neural Decoding with Spiking Neural Networks
- NeurIPS 2025A TRIANGLE Enables Multimodal Alignment Beyond Cosine Similarity
- NeurIPS 2025AHa-Bench: Benchmarking Audio Hallucinations in Large Audio-Language Models
- NeurIPS 2025ALMGuard: Safety Shortcuts and Where to Find Them as Guardrails for Audio–Language Models
- NeurIPS 2025ARECHO: Autoregressive Evaluation via Chain-Based Hypothesis Optimization for Speech Multi-Metric Estimation
- NeurIPS 2025Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models
- NeurIPS 2025Audio Super-Resolution with Latent Bridge Models
- NeurIPS 2025Audio-Sync Video Generation with Multi-Stream Temporal Control
- NeurIPS 2025AudSemThinker: Enhancing Audio-Language Models Through Reasoning over Semantics of Sound
- NeurIPS 2025BlockDecoder: Boosting ASR Decoders with Context and Merger Modules
- NeurIPS 2025BRACE: A Benchmark for Robust Audio Caption Quality Evaluation
- NeurIPS 2025Brain-tuning Improves Generalizability and Efficiency of Brain Alignment in Speech Models
- NeurIPS 2025BrainODE: Neural Shape Dynamics for Age- and Disease-aware Brain Trajectories
- NeurIPS 2025Bridging Equivariant GNNs and Spherical CNNs for Structured Physical Domains
- NeurIPS 2025Bridging the Gap Between Cross-Domain Theory and Practical Application: A Case Study on Molecular Dissolution
- NeurIPS 2025Can NeRFs "See" without Cameras?
- NeurIPS 2025Coarse-to-Fine 3D Part Assembly via Semantic Super-Parts and Symmetry-Aware Pose Estimation
- NeurIPS 2025Comparator-Adaptive $\Phi$-Regret: Improved Bounds, Simpler Algorithms, and Applications to Games
- NeurIPS 2025Conformal Linguistic Calibration: Trading-off between Factuality and Specificity
- NeurIPS 2025CoreaSpeech: Korean Speech Corpus via JAMO-based Coreset Selection for Efficient and Robust Korean Speech Generation
- NeurIPS 2025CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching
- NeurIPS 2025DeepASA: An Object-Oriented Multi-Purpose Network for Auditory Scene Analysis
- NeurIPS 2025DroneAudioset: An Audio Dataset for Drone-based Search and Rescue
- NeurIPS 2025Dynamical Properties of Tokens in Self-Attention and Effects of Positional Encoding
- NeurIPS 2025E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models
- NeurIPS 2025E2E-VGuard: Adversarial Prevention for Production LLM-based End-To-End Speech Synthesis
- NeurIPS 2025Efficient Speech Language Modeling via Energy Distance in Continuous Latent Space
- NeurIPS 2025EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge
- NeurIPS 2025Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping
- NeurIPS 2025EuroSpeech: A Multilingual Speech Corpus
- NeurIPS 2025Event-Driven Dynamic Scene Depth Completion
- NeurIPS 2025FastLongSpeech: Enhancing Large Speech-Language Models for Efficient Long-Speech Processing
- NeurIPS 2025Feature Unlearning: Theoretical Foundations and Practical Applications with Shuffling
- NeurIPS 2025FocalCodec: Low-Bitrate Speech Coding via Focal Modulation Networks
- NeurIPS 2025From Average-Iterate to Last-Iterate Convergence in Games: A Reduction and Its Applications
- NeurIPS 2025Generalizable Insights for Graph Transformers in Theory and Practice
- NeurIPS 2025Improved Regret and Contextual Linear Extension for Pandora's Box and Prophet Inequality
- NeurIPS 2025Improving Target Sound Extraction via Disentangled Codec Representations with Privileged Knowledge Distillation
- NeurIPS 2025Inner Speech as Behavior Guides: Steerable Imitation of Diverse Behaviors for Human-AI coordination
- NeurIPS 2025Jailbreak-AudioBench: In-Depth Evaluation and Analysis of Jailbreak Threats for Large Audio Language Models
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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