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 823 篇，第 10 / 17 页
- ICLR 2026Trace Anything: Representing Any Video in 4D via Trajectory Fields
- ICLR 2026Train on Validation (ToV): Fast data selection with applications to fine-tuning
- ICLR 2026Trajectory-aware Shifted State Space Models for Online Video Super-Resolution
- ICLR 2026TRIBE: TRImodal Brain Encoder for whole-brain fMRI response prediction
- ICLR 2026TTS Can Speak in Any Style with Any Voice
- ICLR 2026TTSDS2: Resources and Benchmark for Evaluating Human-Quality Text to Speech Systems
- ICLR 2026TTT3R: 3D Reconstruction as Test-Time Training
- ICLR 2026TVTSyn: Content-Synchronous Time-Varying Timbre for Streaming Voice Conversion and Anonymization
- ICLR 2026UALM: Unified Audio Language Model for Understanding, Generation and Reasoning
- ICLR 2026UFO-4D: Unposed Feedforward 4D reconstruction from Two Images
- ICLR 2026UltraGauss: Ultrafast Gaussian Reconstruction of 3D Ultrasound Volumes
- ICLR 2026Uncertainty Matters in Dynamic Gaussian Splatting for Monocular 4D Reconstruction
- ICLR 2026Understanding Dataset Distillation via Spectral Filtering
- ICLR 2026UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models
- ICLR 2026UniF$^2$ace: A $\underline{Uni}$fied $\underline{F}$ine-grained $\underline{Face}$ Understanding and Generation Model
- ICLR 2026Unified Brain Surface and Volume Registration
- ICLR 2026Unified Multi-Modal Interactive and Reactive 3D Motion Generation via Rectified Flow
- ICLR 2026Unified Vision–Language Modeling via Concept Space Alignment
- ICLR 2026UniFlow: A Unified Pixel Flow Tokenizer for Visual Understanding and Generation
- ICLR 2026UniLiP: Adapting CLIP for Unified Multimodal Understanding, Generation and Editing
- ICLR 2026UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity
- ICLR 2026UniSS: Unified Expressive Speech-to-Speech Translation with Your Voice
- ICLR 2026Unleashing Guidance Without Classifiers for Human-Object Interaction Animation
- ICLR 2026Unmute the Patch Tokens: Rethinking Probing in Multi-Label Audio Classification
- ICLR 2026Variation-aware Flexible 3D Gaussian Editing
- ICLR 2026Veritas: Generalizable Deepfake Detection via Pattern-Aware Reasoning
- ICLR 2026VibeVoice: Expressive Podcast Generation with Next-Token Diffusion
- ICLR 2026Video Scene Segmentation with Genre and Duration Signals
- ICLR 2026VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
- ICLR 2026ViMo: A Generative Visual GUI World Model for App Agents
- ICLR 2026Visual Prompt-Agnostic Evolution
- ICLR 2026Visual Self-Refine: A Pixel-Guided Paradigm for Accurate Chart Parsing
- ICLR 2026VisuRiddles: Fine-grained Perception is a Primary Bottleneck for Multimodal Large Language Models in Abstract Visual Reasoning
- ICLR 2026VOGUE: Unified Understanding, Generation, and Editing for Videos
- ICLR 2026VowelPrompt: Hearing Speech Emotions from Text via Vowel-level Prosodic Augmentation
- ICLR 2026VoxPrivacy: A Benchmark for Evaluating Interactional Privacy of Speech Language Models
- ICLR 2026WAFT: Warping-Alone Field Transforms for Optical Flow
- ICLR 2026WavePolyp: Video Polyp Segmentation via Hierarchical Wavelet-Based Feature Aggregation and Inter-Frame Divergence Perception
- ICLR 2026WearVox: An Egocentric Multichannel Voice Assistant Benchmark for Wearables
- ICLR 2026WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization
- ICLR 2026WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research
- ICLR 2026When MLLMs Meets Compression Distortion: A Coding Paradigm Tailored to MLLMs
- ICLR 2026Wiki-R1: Incentivizing Multimodal Reasoning for Knowledge-based VQA via Data and Sampling Curriculum
- ICLR 2026WIMFRIS: WIndow Mamba Fusion and Parameter Efficient Tuning for Referring Image Segmentation
- ICLR 2026WinT3R: Window-Based Streaming Reconstruction with Camera Token Pool
- ICLR 2026WorldTree: Towards 4D Dynamic Worlds from Monocular Video using Tree-Chains
- ICLR 2026YoNoSplat: You Only Need One Model for Feedforward 3D Gaussian Splatting
- ICLR 2026ZeroGR: A Generalizable and Scalable Framework for Zero-Shot Generative Retrieval
- ICLR 2026Zeros can be Informative: Masked Binary U-Net for Image Segmentation on Tensor Cores
- ICML 2026(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations
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。