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

451 papers, page 9 of 10

401. ICLR 2026Towards True Speech-to-Speech Models Without Text Guidance
402. ICLR 2026TP-Spikformer: Token Pruned Spiking Transformer
403. ICLR 2026Trace Anything: Representing Any Video in 4D via Trajectory Fields
404. ICLR 2026Train on Validation (ToV): Fast data selection with applications to fine-tuning
405. ICLR 2026Trajectory-aware Shifted State Space Models for Online Video Super-Resolution
406. ICLR 2026TRIBE: TRImodal Brain Encoder for whole-brain fMRI response prediction
407. ICLR 2026TTS Can Speak in Any Style with Any Voice
408. ICLR 2026TTSDS2: Resources and Benchmark for Evaluating Human-Quality Text to Speech Systems
409. ICLR 2026TTT3R: 3D Reconstruction as Test-Time Training
410. ICLR 2026TVTSyn: Content-Synchronous Time-Varying Timbre for Streaming Voice Conversion and Anonymization
411. ICLR 2026UALM: Unified Audio Language Model for Understanding, Generation and Reasoning
412. ICLR 2026UFO-4D: Unposed Feedforward 4D reconstruction from Two Images
413. ICLR 2026UltraGauss: Ultrafast Gaussian Reconstruction of 3D Ultrasound Volumes
414. ICLR 2026Uncertainty Matters in Dynamic Gaussian Splatting for Monocular 4D Reconstruction
415. ICLR 2026Understanding Dataset Distillation via Spectral Filtering
416. ICLR 2026UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models
417. ICLR 2026UniF$^2$ace: A $\underline{Uni}$fied $\underline{F}$ine-grained $\underline{Face}$ Understanding and Generation Model
418. ICLR 2026Unified Brain Surface and Volume Registration
419. ICLR 2026Unified Multi-Modal Interactive and Reactive 3D Motion Generation via Rectified Flow
420. ICLR 2026Unified Vision–Language Modeling via Concept Space Alignment
421. ICLR 2026UniFlow: A Unified Pixel Flow Tokenizer for Visual Understanding and Generation
422. ICLR 2026UniLiP: Adapting CLIP for Unified Multimodal Understanding, Generation and Editing
423. ICLR 2026UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity
424. ICLR 2026UniSS: Unified Expressive Speech-to-Speech Translation with Your Voice
425. ICLR 2026Unleashing Guidance Without Classifiers for Human-Object Interaction Animation
426. ICLR 2026Unmute the Patch Tokens: Rethinking Probing in Multi-Label Audio Classification
427. ICLR 2026Variation-aware Flexible 3D Gaussian Editing
428. ICLR 2026Veritas: Generalizable Deepfake Detection via Pattern-Aware Reasoning
429. ICLR 2026VibeVoice: Expressive Podcast Generation with Next-Token Diffusion
430. ICLR 2026Video Scene Segmentation with Genre and Duration Signals
431. ICLR 2026VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
432. ICLR 2026ViMo: A Generative Visual GUI World Model for App Agents
433. ICLR 2026Visual Prompt-Agnostic Evolution
434. ICLR 2026Visual Self-Refine: A Pixel-Guided Paradigm for Accurate Chart Parsing
435. ICLR 2026VisuRiddles: Fine-grained Perception is a Primary Bottleneck for Multimodal Large Language Models in Abstract Visual Reasoning
436. ICLR 2026VOGUE: Unified Understanding, Generation, and Editing for Videos
437. ICLR 2026VowelPrompt: Hearing Speech Emotions from Text via Vowel-level Prosodic Augmentation
438. ICLR 2026VoxPrivacy: A Benchmark for Evaluating Interactional Privacy of Speech Language Models
439. ICLR 2026WAFT: Warping-Alone Field Transforms for Optical Flow
440. ICLR 2026WavePolyp: Video Polyp Segmentation via Hierarchical Wavelet-Based Feature Aggregation and Inter-Frame Divergence Perception
441. ICLR 2026WearVox: An Egocentric Multichannel Voice Assistant Benchmark for Wearables
442. ICLR 2026WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization
443. ICLR 2026WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research
444. ICLR 2026When MLLMs Meets Compression Distortion: A Coding Paradigm Tailored to MLLMs
445. ICLR 2026Wiki-R1: Incentivizing Multimodal Reasoning for Knowledge-based VQA via Data and Sampling Curriculum
446. ICLR 2026WIMFRIS: WIndow Mamba Fusion and Parameter Efficient Tuning for Referring Image Segmentation
447. ICLR 2026WinT3R: Window-Based Streaming Reconstruction with Camera Token Pool
448. ICLR 2026WorldTree: Towards 4D Dynamic Worlds from Monocular Video using Tree-Chains
449. ICLR 2026YoNoSplat: You Only Need One Model for Feedforward 3D Gaussian Splatting
450. ICLR 2026ZeroGR: A Generalizable and Scalable Framework for Zero-Shot Generative Retrieval

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.