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 28 / 35 页
- CVPR 2024How to Train Neural Field Representations: A Comprehensive Study and Benchmark
- CVPR 2024Learning Adaptive Spatial Coherent Correlations for Speech-Preserving Facial Expression Manipulation
- CVPR 2024Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos
- CVPR 2024Makeup Prior Models for 3D Facial Makeup Estimation and Applications
- CVPR 2024MeshPose: Unifying DensePose and 3D Body Mesh Reconstruction
- CVPR 2024Mirasol3B: A Multimodal Autoregressive Model for Time-Aligned and Contextual Modalities
- CVPR 2024Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities
- CVPR 2024Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
- CVPR 2024ParamISP: Learned Forward and Inverse ISPs using Camera Parameters
- CVPR 2024Permutation Equivariance of Transformers and Its Applications
- CVPR 2024Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks Methods and Applications
- CVPR 2024Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark
- CVPR 2024RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation
- CVPR 2024Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language
- CVPR 2024The Audio-Visual Conversational Graph: From an Egocentric-Exocentric Perspective
- CVPR 2024TIM: A Time Interval Machine for Audio-Visual Action Recognition
- CVPR 2024Towards Variable and Coordinated Holistic Co-Speech Motion Generation
- CVPR 2024UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All
- CVPR 2024Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision Language Audio and Action
- CVPR 2024Unveiling the Power of Audio-Visual Early Fusion Transformers with Dense Interactions through Masked Modeling
- CVPR 2024Weakly-Supervised Audio-Visual Video Parsing with Prototype-based Pseudo-Labeling
- CVPR 2024Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-speech Gesture Generation
- ICLR 20243D Reconstruction with Generalizable Neural Fields using Scene Priors
- ICLR 2024A differentiable brain simulator bridging brain simulation and brain-inspired computing
- ICLR 2024A Simple Romance Between Multi-Exit Vision Transformer and Token Reduction
- ICLR 2024A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
- ICLR 2024Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models
- ICLR 2024Align With Purpose: Optimize Desired Properties in CTC Models with a General Plug-and-Play Framework
- ICLR 2024An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization
- ICLR 2024An Extensible Framework for Open Heterogeneous Collaborative Perception
- ICLR 2024Bridging Vision and Language Spaces with Assignment Prediction
- ICLR 2024CellPLM: Pre-training of Cell Language Model Beyond Single Cells
- ICLR 2024CLaM-TTS: Improving Neural Codec Language Model for Zero-Shot Text-to-Speech
- ICLR 2024CNN Kernels Can Be the Best Shapelets
- ICLR 2024CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
- ICLR 2024Complete and Efficient Graph Transformers for Crystal Material Property Prediction
- ICLR 2024Constrained Decoding for Cross-lingual Label Projection
- ICLR 2024Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks
- ICLR 2024CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding
- ICLR 2024Critical Learning Periods Emerge Even in Deep Linear Networks
- ICLR 2024Decodable and Sample Invariant Continuous Object Encoder
- ICLR 2024DeepSPF: Spherical SO(3)-Equivariant Patches for Scan-to-CAD Estimation
- ICLR 2024DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genomes
- ICLR 2024DreamLLM: Synergistic Multimodal Comprehension and Creation
- ICLR 2024Dynamic Neural Response Tuning
- ICLR 2024Efficient Streaming Language Models with Attention Sinks
- ICLR 2024Energy-based Automated Model Evaluation
- ICLR 2024Enhancing Neural Subset Selection: Integrating Background Information into Set Representations
- ICLR 2024Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting
- ICLR 2024Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
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。