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 11 / 18 页
- ICLR 2025Designing Concise ConvNets with Columnar Stages
- ICLR 2025DICE: End-to-end Deformation Capture of Hand-Face Interactions from a Single Image
- ICLR 2025Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models
- ICLR 2025Distilling Dataset into Neural Field
- ICLR 2025Distilling Structural Representations into Protein Sequence Models
- ICLR 2025DiTTo-TTS: Diffusion Transformers for Scalable Text-to-Speech without Domain-Specific Factors
- ICLR 2025Diversity-Rewarded CFG Distillation
- ICLR 2025Dynamic Gaussians Mesh: Consistent Mesh Reconstruction from Dynamic Scenes
- ICLR 2025Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness
- ICLR 2025Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks
- ICLR 2025EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation
- ICLR 2025econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians
- ICLR 2025EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing
- ICLR 2025Efficient Masked AutoEncoder for Video Object Counting and A Large-Scale Benchmark
- ICLR 2025EffoVPR: Effective Foundation Model Utilization for Visual Place Recognition
- ICLR 2025EgoExo-Gen: Ego-centric Video Prediction by Watching Exo-centric Videos
- ICLR 2025EmbodiedSAM: Online Segment Any 3D Thing in Real Time
- ICLR 2025Empowering Users in Digital Privacy Management through Interactive LLM-Based Agents
- ICLR 2025Enhancing the Scalability and Applicability of Kohn-Sham Hamiltonians for Molecular Systems
- ICLR 2025Evidential Learning-based Certainty Estimation for Robust Dense Feature Matching
- ICLR 2025Exploring the Camera Bias of Person Re-identification
- ICLR 2025Exposure Bracketing Is All You Need For A High-Quality Image
- ICLR 2025Expressivity of Neural Networks with Random Weights and Learned Biases
- ICLR 2025Fast and Accurate Blind Flexible Docking
- ICLR 2025Fast Feedforward 3D Gaussian Splatting Compression
- ICLR 2025Fast Training of Sinusoidal Neural Fields via Scaling Initialization
- ICLR 2025FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality
- ICLR 2025FIRING-Net: A filtered feature recycling network for speech enhancement
- ICLR 2025Flow Distillation Sampling: Regularizing 3D Gaussians with Pre-trained Matching Priors
- ICLR 2025FlowDec: A flow-based full-band general audio codec with high perceptual quality
- ICLR 2025FormalAlign: Automated Alignment Evaluation for Autoformalization
- ICLR 2025Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models
- ICLR 2025FreSh: Frequency Shifting for Accelerated Neural Representation Learning
- ICLR 2025Fugatto 1: Foundational Generative Audio Transformer Opus 1
- ICLR 2025Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic Teacher
- ICLR 2025Gaussian Head & Shoulders: High Fidelity Neural Upper Body Avatars with Anchor Gaussian Guided Texture Warping
- ICLR 2025Gaussian Splatting Lucas-Kanade
- ICLR 2025Gaussian-Based Instance-Adaptive Intensity Modeling for Point-Supervised Facial Expression Spotting
- ICLR 2025GenDataAgent: On-the-fly Dataset Augmentation with Synthetic Data
- ICLR 2025Generalized Video Moment Retrieval
- ICLR 2025GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling
- ICLR 2025Geometry Image Diffusion: Fast and Data-Efficient Text-to-3D with Image-Based Surface Representation
- ICLR 2025GI-GS: Global Illumination Decomposition on Gaussian Splatting for Inverse Rendering
- ICLR 2025GLOMA: Global Video Text Spotting with Morphological Association
- ICLR 2025Graph-Guided Scene Reconstruction from Images with 3D Gaussian Splatting
- ICLR 2025Grounding Multimodal Large Language Model in GUI World
- ICLR 2025GS-CPR: Efficient Camera Pose Refinement via 3D Gaussian Splatting
- ICLR 2025GSE: Group-wise Sparse and Explainable Adversarial Attacks
- ICLR 2025HAINAN: Fast and Accurate Transducer for Hybrid-Autoregressive ASR
- ICLR 2025HALL-E: Hierarchical Neural Codec Language Model for Minute-Long Zero-Shot Text-to-Speech Synthesis
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。