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 1,722 篇，第 18 / 35 页
- CVPR 2025MoEE: Mixture of Emotion Experts for Audio-Driven Portrait Animation
- CVPR 2025PAVE: Patching and Adapting Video Large Language Models
- CVPR 2025Perceptually Accurate 3D Talking Head Generation: New Definitions, Speech-Mesh Representation, and Evaluation Metrics
- CVPR 2025Prosody-Enhanced Acoustic Pre-training and Acoustic-Disentangled Prosody Adapting for Movie Dubbing
- CVPR 2025SAM2-LOVE: Segment Anything Model 2 in Language-aided Audio-Visual Scenes
- CVPR 2025Seeing Speech and Sound: Distinguishing and Locating Audio Sources in Visual Scenes
- CVPR 2025SFDM: Robust Decomposition of Geometry and Reflectance for Realistic Face Rendering from Sparse-view Images
- CVPR 2025Sonic: Shifting Focus to Global Audio Perception in Portrait Animation
- CVPR 2025Sound Bridge: Associating Egocentric and Exocentric Videos via Audio Cues
- CVPR 2025Teller: Real-Time Streaming Audio-Driven Portrait Animation with Autoregressive Motion Generation
- CVPR 2025The Language of Motion: Unifying Verbal and Non-verbal Language of 3D Human Motion
- CVPR 2025Towards High-fidelity 3D Talking Avatar with Personalized Dynamic Texture
- CVPR 2025Towards Lossless Implicit Neural Representation via Bit Plane Decomposition
- CVPR 2025UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing
- CVPR 2025VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis
- CVPR 2025Wav2Sem: Plug-and-Play Audio Semantic Decoupling for 3D Speech-Driven Facial Animation
- ICLR 2025$\gamma-$MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models
- ICLR 20253D StreetUnveiler with Semantic-aware 2DGS - a simple baseline
- ICLR 20256D Object Pose Tracking in Internet Videos for Robotic Manipulation
- ICLR 2025A CLIP-Powered Framework for Robust and Generalizable Data Selection
- ICLR 2025A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis
- ICLR 2025A Second-Order Perspective on Model Compositionality and Incremental Learning
- ICLR 2025Action Sequence Augmentation for Action Anticipation
- ICLR 2025AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
- ICLR 2025Adapters for Altering LLM Vocabularies: What Languages Benefit the Most?
- ICLR 2025Adaptive Camera Sensor for Vision Models
- ICLR 2025Add-it: Training-Free Object Insertion in Images With Pretrained Diffusion Models
- ICLR 2025ADIFF: Explaining audio difference using natural language
- ICLR 2025Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages
- ICLR 2025AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models
- ICLR 2025An Exploration with Entropy Constrained 3D Gaussians for 2D Video Compression
- ICLR 2025AniSDF: Fused-Granularity Neural Surfaces with Anisotropic Encoding for High-Fidelity 3D Reconstruction
- ICLR 2025AnyTouch: Learning Unified Static-Dynamic Representation across Multiple Visuo-tactile Sensors
- ICLR 2025ARB-LLM: Alternating Refined Binarizations for Large Language Models
- ICLR 2025Audio Large Language Models Can Be Descriptive Speech Quality Evaluators
- ICLR 2025AutoG: Towards automatic graph construction from tabular data
- ICLR 2025Biologically Constrained Barrel Cortex Model Integrates Whisker Inputs and Replicates Key Brain Network Dynamics
- ICLR 2025BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
- ICLR 2025Brain-inspired $L_p$-Convolution benefits large kernels and aligns better with visual cortex
- ICLR 2025Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization
- ICLR 2025Bridging Compressed Image Latents and Multimodal Large Language Models
- ICLR 2025Bridging the Data Provenance Gap Across Text, Speech, and Video
- ICLR 2025Bridging the Gap between Database Search and \emph{De Novo} Peptide Sequencing with SearchNovo
- ICLR 2025Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder
- ICLR 2025Building Interactable Replicas of Complex Articulated Objects via Gaussian Splatting
- ICLR 2025Cafe-Talk: Generating 3D Talking Face Animation with Multimodal Coarse- and Fine-grained Control
- ICLR 2025Causal Graphical Models for Vision-Language Compositional Understanding
- ICLR 2025Chain-of-Focus Prompting: Leveraging Sequential Visual Cues to Prompt Large Autoregressive Vision Models
- ICLR 2025CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer
- ICLR 2025CityGaussianV2: Efficient and Geometrically Accurate Reconstruction for Large-Scale Scenes
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。