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 9 of 17

401. ICLR 2026Speech World Model: Causal State–Action Planning with Explicit Reasoning for Speech
402. ICLR 2026Speech-to-LaTeX: New Models and Datasets for Converting Spoken Equations and Sentences
403. ICLR 2026SpeechOp: Inference-Time Task Composition for Generative Speech Processing
404. ICLR 2026SpikeStereoNet: A Brain-Inspired Framework for Stereo Depth Estimation from Spike Streams
405. ICLR 2026Splat Feature Solver
406. ICLR 2026Splat the Net: Radiance Fields with Splattable Neural Primitives
407. ICLR 2026SPR$^2$Q: Static Priority-based Rectifier Routing Quantization for Image Super-Resolution
408. ICLR 2026Spurious Correlation-Aware Embedding Regularization for Worst-Group Robustness
409. ICLR 2026SPWOOD: Sparse Partial Weakly-Supervised Oriented Object Detection
410. ICLR 2026SSD-GS: Scattering and Shadow Decomposition for Relightable 3D Gaussian Splatting
411. ICLR 2026ST-SimDiff: Balancing Spatiotemporal Similarity and Difference for Efficient Video Understanding with MLLMs
412. ICLR 2026StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs
413. ICLR 2026Stacked from One: Multi-Scale Self-Injection for Context Window Extension
414. ICLR 2026STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence
415. ICLR 2026Steering and Rectifying Latent representation manifolds in Frozen Multi-modal LLMs for Video Anomaly Detection
416. ICLR 2026STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models
417. ICLR 2026Strategic Planning and Rationalizing on Trees Make LLMs Better Debaters
418. ICLR 2026STream3R: Scalable Sequential 3D Reconstruction with Causal Transformer
419. ICLR 2026Streaming Visual Geometry Transformer
420. ICLR 2026StreamSplat: Towards Online Dynamic 3D Reconstruction from Uncalibrated Video Streams
421. ICLR 2026STVG-R1: Incentivizing Instance-Level Reasoning and Grounding in Videos via Reinforcement Learning
422. ICLR 2026Stylos: Multi-View 3D Stylization with Single-Forward Gaussian Splatting
423. ICLR 2026SupCLAP: Controlling Optimization Trajectory Drift in Audio-Text Contrastive Learning with Support Vector Regularization
424. ICLR 2026SuperF: Neural Implicit Fields for Multi-Image Super-Resolution
425. ICLR 2026Supervised Fine-Tuning or Contrastive Learning? Towards Better Multimodal LLM Reranking
426. ICLR 2026SurfSplat: Conquering Feedforward 2D Gaussian Splatting with Surface Continuity Priors
427. ICLR 2026SyncTrack: Rhythmic Stability and Synchronization in Multi-Track Music Generation
428. ICLR 2026Talking Points: Describing and Localizing Pixels
429. ICLR 2026Taming Hierarchical Image Coding Optimization: A Spectral Regularization Perspective
430. ICLR 2026TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization
431. ICLR 2026TAPTRv3: Spatial and Temporal Context Foster Robust Tracking of Any Point in Long Video
432. ICLR 2026Task-Related Token Compression in Multimodal Large Language Models from an Explainability Perspective
433. ICLR 2026TASTE: Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling
434. ICLR 2026TD-MoE: Tensor Decomposition for MoE Models
435. ICLR 2026Tensor learning with orthogonal, Lorentz, and symplectic symmetries
436. ICLR 2026Test-Time Optimization of 3D Point Cloud LLM via Manifold-Aware In-Context Guidance and Refinement
437. ICLR 2026Text2Arch: A Dataset for Generating Scientific Architecture Diagrams from Natural Language Descriptions
438. ICLR 2026Text2Interact: High-Fidelity and Diverse Text-to-Two-Person Interaction Generation
439. ICLR 2026The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think
440. ICLR 2026The Less You Depend, The More You Learn: Synthesizing Novel Views from Sparse, Unposed Images without Any 3D Knowledge
441. ICLR 2026Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation
442. ICLR 2026ThinkOmni: Lifting Textual Reasoning to Omni-modal Scenarios via Guidance Decoding
443. ICLR 2026TianQuan-S2S: A Subseasonal-to-Seasonal Global Weather Model via Incorporate Climatology State
444. ICLR 2026Token-Based Audio Inpainting via Discrete Diffusion
445. ICLR 2026Tools are under-documented: Simple Document Expansion Boosts Tool Retrieval
446. ICLR 2026ToolTree: Efficient LLM Tool Planning via Dual-Feedback Monte Carlo Tree Search and Bidirectional Pruning
447. ICLR 2026Towards Physically Executable 3D Gaussian for Embodied Navigation
448. ICLR 2026Towards Reliable Detection of Empty Space: Conditional Marked Point Processes for Object Detection
449. ICLR 2026Towards True Speech-to-Speech Models Without Text Guidance
450. ICLR 2026TP-Spikformer: Token Pruned Spiking Transformer

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.