应用 · speech and audio论文趋势 2023–2026
应用方向：speech_and_audio
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 1,722 篇被归入该主题的论文。
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。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 31 | 27 | 32 | 27 | 117 |
| 2024 | 53 | 128 | 52 | 44 | 277 |
| 2025 | 98 | 292 | 72 | 43 | 505 |
| 2026 | 153 | 451 | 171 | 48 | 823 |
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 898 篇，第 18 / 18 页
- ICLR 2024SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS
- ICLR 2024Synaptic Weight Distributions Depend on the Geometry of Plasticity
- ICLR 2024The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World
- ICLR 2024The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry
- ICLR 2024The Need for Speed: Pruning Transformers with One Recipe
- ICLR 2024The Reasonableness Behind Unreasonable Translation Capability of Large Language Model
- ICLR 2024Think before you speak: Training Language Models With Pause Tokens
- ICLR 2024Threaten Spiking Neural Networks through Combining Rate and Temporal Information
- ICLR 2024Traveling Waves Encode The Recent Past and Enhance Sequence Learning
- ICLR 2024Two-stage LLM Fine-tuning with Less Specialization and More Generalization
- ICLR 2024Uni3D: Exploring Unified 3D Representation at Scale
- ICLR 2024UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
- ICLR 2024USB-NeRF: Unrolling Shutter Bundle Adjusted Neural Radiance Fields
- ICLR 2024Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis
- ICLR 2024VQ-TR: Vector Quantized Attention for Time Series Forecasting
- ICLR 2024Weakly-supervised Audio Separation via Bi-modal Semantic Similarity
- ICLR 2024What does the Knowledge Neuron Thesis Have to do with Knowledge?
- ICLR 2024What's in a Prior? Learned Proximal Networks for Inverse Problems
- ICLR 2024Zipformer: A faster and better encoder for automatic speech recognition
- ICLR 2024ZipIt! Merging Models from Different Tasks without Training
- ICLR 2024Zoology: Measuring and Improving Recall in Efficient Language Models
- ICLR 2023An efficient encoder-decoder architecture with top-down attention for speech separation
- ICLR 2023Anisotropic Message Passing: Graph Neural Networks with Directional and Long-Range Interactions
- ICLR 2023Bag of Tricks for Unsupervised Text-to-Speech
- ICLR 2023BAYES RISK CTC: CONTROLLABLE CTC ALIGNMENT IN SEQUENCE-TO-SEQUENCE TASKS
- ICLR 2023BigVGAN: A Universal Neural Vocoder with Large-Scale Training
- ICLR 2023Bridging the Gap between ANNs and SNNs by Calibrating Offset Spikes
- ICLR 2023Contextual bandits with concave rewards, and an application to fair ranking
- ICLR 2023Continual Transformers: Redundancy-Free Attention for Online Inference
- ICLR 2023Continuous pseudo-labeling from the start
- ICLR 2023D4AM: A General Denoising Framework for Downstream Acoustic Models
- ICLR 2023Deep Learning on Implicit Neural Representations of Shapes
- ICLR 2023Defending against Adversarial Audio via Diffusion Model
- ICLR 2023Filter-Recovery Network for Multi-Speaker Audio-Visual Speech Separation
- ICLR 2023GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis
- ICLR 2023Harnessing Out-Of-Distribution Examples via Augmenting Content and Style
- ICLR 2023Jointly Learning Visual and Auditory Speech Representations from Raw Data
- ICLR 2023Learning Multimodal Data Augmentation in Feature Space
- ICLR 2023Liquid Structural State-Space Models
- ICLR 2023Mega: Moving Average Equipped Gated Attention
- ICLR 2023Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport
- ICLR 2023NANSY++: Unified Voice Synthesis with Neural Analysis and Synthesis
- ICLR 2023Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning
- ICLR 2023Revisiting the Entropy Semiring for Neural Speech Recognition
- ICLR 2023Short-Term Memory Convolutions
- ICLR 2023Token Merging: Your ViT But Faster
- ICLR 2023TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation
- ICLR 2023wav2tok: Deep Sequence Tokenizer for Audio Retrieval
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
可以直接复制这句话问 AI
用 paperlist 查应用 · speech and audio在 ICLR 2023–2026 的论文趋势，哪一年涨得最快？
AI 会调用的工具：get_topic_stats {"topic": "app-speech-and-audio"}
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。