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 14 / 18 页
- ICLR 2025PvNeXt: Rethinking Network Design and Temporal Motion for Point Cloud Video Recognition
- ICLR 2025R2Det: Exploring Relaxed Rotation Equivariance in 2D Object Detection
- ICLR 2025Random Is All You Need: Random Noise Injection on Feature Statistics for Generalizable Deep Image Denoising
- ICLR 2025Reflective Gaussian Splatting
- ICLR 2025Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
- ICLR 2025RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
- ICLR 2025RESfM: Robust Deep Equivariant Structure from Motion
- ICLR 2025Rethinking Audio-Visual Adversarial Vulnerability from Temporal and Modality Perspectives
- ICLR 2025Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
- ICLR 2025Retri3D: 3D Neural Graphics Representation Retrieval
- ICLR 2025Reveal Object in Lensless Photography via Region Gaze and Amplification
- ICLR 2025RFMamba: Frequency-Aware State Space Model for RF-Based Human-Centric Perception
- ICLR 2025RFWave: Multi-band Rectified Flow for Audio Waveform Reconstruction
- ICLR 2025RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything
- ICLR 2025SAM 2: Segment Anything in Images and Videos
- ICLR 2025Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking
- ICLR 2025SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement
- ICLR 2025Scale-aware Recognition in Satellite Images under Resource Constraints
- ICLR 2025Scaling In-the-Wild Training for Diffusion-based Illumination Harmonization and Editing by Imposing Consistent Light Transport
- ICLR 2025Scaling Speech-Text Pre-training with Synthetic Interleaved Data
- ICLR 2025Scaling Transformers for Low-Bitrate High-Quality Speech Coding
- ICLR 2025SCBench: A KV Cache-Centric Analysis of Long-Context Methods
- ICLR 2025See What You Are Told: Visual Attention Sink in Large Multimodal Models
- ICLR 2025Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement
- ICLR 2025Self-supervised Monocular Depth Estimation Robust to Reflective Surface Leveraged by Triplet Mining
- ICLR 2025Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors
- ICLR 2025Semi-Parametric Retrieval via Binary Bag-of-Tokens Index
- ICLR 2025Sensitivity-Constrained Fourier Neural Operators for Forward and Inverse Problems in Parametric Differential Equations
- ICLR 2025Sensor-Invariant Tactile Representation
- ICLR 2025SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction
- ICLR 2025SiMHand: Mining Similar Hands for Large-Scale 3D Hand Pose Pre-training
- ICLR 2025SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour
- ICLR 2025Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
- ICLR 2025SiReRAG: Indexing Similar and Related Information for Multihop Reasoning
- ICLR 2025Sketch2Diagram: Generating Vector Diagrams from Hand-Drawn Sketches
- ICLR 2025Small Models are LLM Knowledge Triggers for Medical Tabular Prediction
- ICLR 2025SoftMatcha: A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches
- ICLR 2025SONICS: Synthetic Or Not - Identifying Counterfeit Songs
- ICLR 2025SonicSim: A customizable simulation platform for speech processing in moving sound source scenarios
- ICLR 2025Sort-free Gaussian Splatting via Weighted Sum Rendering
- ICLR 2025SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound Generation
- ICLR 2025Sparse Learning for State Space Models on Mobile
- ICLR 2025SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model
- ICLR 2025Spectral Compressive Imaging via Unmixing-driven Subspace Diffusion Refinement
- ICLR 2025Speech Robust Bench: A Robustness Benchmark For Speech Recognition
- ICLR 2025SplatFormer: Point Transformer for Robust 3D Gaussian Splatting
- ICLR 2025SplineGS: Learning Smooth Trajectories in Gaussian Splatting for Dynamic Scene Reconstruction
- ICLR 2025SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes
- ICLR 2025Stable Segment Anything Model
- ICLR 2025SurFhead: Affine Rig Blending for Geometrically Accurate 2D Gaussian Surfel Head Avatars
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。