应用 · speech and audio论文趋势 2023–2026

主要结论

• 应用 · speech and audio论文从 2023 年的 117 篇增长到 2026 年的 823 篇，三年间扩大到约 7.0 倍。
• ICLR 是发应用 · speech and audio论文最多的会议，2023–2026 年共 898 篇，占四个会议总量的 52%。
• 交叉方向里涨得最快的是应用 · computer vision：同时属于两个主题的论文从 2023 年的 0 篇增至 2026 年的 292 篇。
• 在「应用领域」的 10 个主题里，它的 2026 年论文数排第 3；同组增长最快的应用 · health medicine是 61 倍，应用 · speech and audio是 7.0 倍。

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

• 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

全部应用 · speech and audio论文

共 53 篇，第 1 / 2 页

1. NeurIPS 2024A Full-duplex Speech Dialogue Scheme Based On Large Language Model
2. NeurIPS 2024Acoustic Volume Rendering for Neural Impulse Response Fields
3. NeurIPS 2024Aligner-Encoders: Self-Attention Transformers Can Be Self-Transducers
4. NeurIPS 2024An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching
5. NeurIPS 2024Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing
6. NeurIPS 2024AudioMarkBench: Benchmarking Robustness of Audio Watermarking
7. NeurIPS 2024AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting
8. NeurIPS 2024AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis
9. NeurIPS 2024BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation
10. NeurIPS 2024Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli
11. NeurIPS 2024CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing
12. NeurIPS 2024Comprehensive Framework for Curating Speech Datasets and Evaluating ASR Systems: A Case Study for the Polish Language
13. NeurIPS 2024Continual Audio-Visual Sound Separation
14. NeurIPS 2024CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations
15. NeurIPS 2024DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging
16. NeurIPS 2024Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation
17. NeurIPS 2024DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
18. NeurIPS 2024Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals
19. NeurIPS 2024emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography
20. NeurIPS 2024Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces
21. NeurIPS 2024FINALLY: fast and universal speech enhancement with studio-like quality
22. NeurIPS 2024Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow Matching
23. NeurIPS 2024GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts
24. NeurIPS 2024GTSinger: A Global Multi-Technique Singing Corpus with Realistic Music Scores for All Singing Tasks
25. NeurIPS 2024Images that Sound: Composing Images and Sounds on a Single Canvas
26. NeurIPS 2024IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS
27. NeurIPS 2024Language Without Borders: A Dataset and Benchmark for Code-Switching Lip Reading
28. NeurIPS 2024Learning Macroscopic Dynamics from Partial Microscopic Observations
29. NeurIPS 2024Learning Spatially-Aware Language and Audio Embeddings
30. NeurIPS 2024Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes
31. NeurIPS 2024Listenable Maps for Zero-Shot Audio Classifiers
32. NeurIPS 2024Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
33. NeurIPS 2024Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
34. NeurIPS 2024RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization
35. NeurIPS 2024REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR
36. NeurIPS 2024SCOREQ: Speech Quality Assessment with Contrastive Regression
37. NeurIPS 2024Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models
38. NeurIPS 2024Separate and Reconstruct: Asymmetric Encoder-Decoder for Speech Separation
39. NeurIPS 2024SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices
40. NeurIPS 2024SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection
41. NeurIPS 2024SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model
42. NeurIPS 2024SongCreator: Lyrics-based Universal Song Generation
43. NeurIPS 2024SpeechAlign: Aligning Speech Generation to Human Preferences
44. NeurIPS 2024SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
45. NeurIPS 2024SSDM: Scalable Speech Dysfluency Modeling
46. NeurIPS 2024Tell What You Hear From What You See - Video to Audio Generation Through Text
47. NeurIPS 2024The iNaturalist Sounds Dataset
48. NeurIPS 2024Topic-Conversation Relevance (TCR) Dataset and Benchmarks
49. NeurIPS 2024Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking
50. NeurIPS 2024TransVIP: Speech to Speech Translation System with Voice and Isochrony Preservation

常见问题

2023–2026 年四大会议一共有多少篇应用 · speech and audio论文？

共 1,722 篇，按年份分别是 2023 年 117 篇、2024 年 277 篇、2025 年 505 篇、2026 年 823 篇。

NeurIPS 2026 有多少篇应用 · speech and audio论文？

NeurIPS 2026 有 153 篇应用 · speech and audio论文，上一届是 98 篇。

ICLR 2026 有多少篇应用 · speech and audio论文？

ICLR 2026 有 451 篇应用 · speech and audio论文，上一届是 292 篇。

ICML 2026 有多少篇应用 · speech and audio论文？

ICML 2026 有 171 篇应用 · speech and audio论文，上一届是 72 篇。

CVPR 2026 有多少篇应用 · speech and audio论文？

CVPR 2026 有 48 篇应用 · speech and audio论文，上一届是 43 篇。

哪个会议的应用 · speech and audio论文最多？

ICLR，2023–2026 年共 898 篇。