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 7 / 17 页
- ICLR 2026Omni-Captioner: Data Pipeline, Models, and Benchmark for Omni Detailed Perception
- ICLR 2026OmniCVR: A Benchmark for Omni-Composed Video Retrieval with Vision, Audio, and Text
- ICLR 2026OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM
- ICLR 2026One Patch Doesn’t Fit All: Adaptive Patching for Native-Resolution Multimodal Large Language Models
- ICLR 2026Online Navigation Refinement: Achieving Lane-Level Guidance by Associating Standard-Definition and Online Perception Maps
- ICLR 2026Optimizing ID Consistency in Multimodal Large Models: Facial Restoration via Alignment, Entanglement, and Disentanglement
- ICLR 2026OptMerge: Unifying Multimodal LLM Capabilities and Modalities via Model Merging
- ICLR 2026ORCaS: Unsupervised Depth Completion via Occluded Region Completion as Supervision
- ICLR 2026OSCAR: Online Soft Compression for RAG
- ICLR 2026OVID: Open-Vocabulary Intrusion Detection
- ICLR 2026OWL : Geometry-Aware Spatial Reasoning for Audio Large Language Models
- ICLR 2026P2P: Automated Paper-to-Poster Generation and Fine-Grained Benchmark
- ICLR 2026PACE: Pretrained Audio Continual Learning
- ICLR 2026PAGE-4D: Disentangled Pose and Geometry Estimation for 4D Perception
- ICLR 2026Panoptic Pairwise Distortion Graph
- ICLR 2026Parameterization-Based Dataset Distillation of 3D Point Clouds through Learnable Shape Morphing
- ICLR 2026ParaS2S: Benchmarking and Aligning Spoken Language Models for Paralinguistic-aware Speech-to-Speech Interaction
- ICLR 2026Part-level Semantic-guided Contrastive Learning for Fine-grained Visual Classification
- ICLR 2026PartSAM: A Scalable Promptable Part Segmentation Model Trained on Native 3D Data
- ICLR 2026PatchRefiner V2: Fast and Lightweight Real-Domain High-Resolution Metric Depth Estimation
- ICLR 2026Path Matters: Unveiling Geometric Implicit Bias via Curvature-Aware Sparse View Optimization
- ICLR 2026Pay Attention to CTC: Fast and Robust Pseudo-Labelling for Unified Speech Recognition
- ICLR 2026PD$^{2}$GS: Part-Level Decoupling and Continuous Deformation of Articulated Objects via Gaussian Splatting
- ICLR 2026PERSONA: Dynamic and Compositional Inference-Time Personality Control via Activation Vector Algebra
- ICLR 2026Photon: Speedup Volume Understanding with Efficient Multimodal Large Language Models
- ICLR 2026Physically-Guided Optical Inversion Enable Non-Contact Side-Channel Attack on Isolated Screens
- ICLR 2026Physics-Informed Audio-Geometry-Grid Representation Learning for Universal Sound Source Localization
- ICLR 2026PhysLLM: Harnessing Large Language Models for Cross-Modal Remote Physiological Sensing
- ICLR 2026Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling
- ICLR 2026Pixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction
- ICLR 2026Play to Generalize: Learning to Reason Through Game Play
- ICLR 2026Plug, Play, and Fortify: A Low-Cost Module for Robust Multimodal Image Understanding Models
- ICLR 2026Point Prompting: Counterfactual Tracking with Video Diffusion Models
- ICLR 2026Point2RBox-v3: Self-Bootstrapping from Point Annotations via Integrated Pseudo-Label Refinement and Utilization
- ICLR 2026PointRePar : SpatioTemporal Point Relation Parsing for Robust Category-Unified 3D Tracking
- ICLR 2026PoLi-RL: A Point-to-List Reinforcement Learning Framework for Conditional Semantic Textual Similarity
- ICLR 2026PPE: Positional Preservation Embedding for Token Compression in Multimodal Large Language Models
- ICLR 2026Preserving Forgery Artifacts: AI-Generated Video Detection at Native Scale
- ICLR 2026Pretraining with Re-parametrized Self-Attention: Unlocking Generalizationin SNN-Based Neural Decoding Across Time, Brains, and Tasks
- ICLR 2026Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling
- ICLR 2026PrismAudio: Decomposed Chain-of-Thought and Multi-dimensional Rewards for Video-to-Audio Generation
- ICLR 2026Progressive Online Video Understanding with Evidence-Aligned Timing and Transparent Decisions
- ICLR 2026Prompt and Parameter Co-Optimization for Large Language Models
- ICLR 2026Prompt-Robust Vision-Language Models via Meta-Finetuning
- ICLR 2026PromptHub: Enhancing Multi-Prompt Visual In-Context Learning with Locality-Aware Fusion, Concentration and Alignment
- ICLR 2026ProstaTD: Bridging Surgical Triplet from Classification to Fully Supervised Detection
- ICLR 2026ProxyAttn: Guided Sparse Attention via Representative Heads
- ICLR 2026Prune Redundancy, Preserve Essence: Vision Token Compression in VLMs via Synergistic Importance-Diversity
- ICLR 2026Prune-then-Quantize or Quantize-then-Prune? Understanding the Impact of Compression Order in Joint Model Compression
- ICLR 2026PT$^2$-LLM: Post-Training Ternarization for Large Language Models
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。