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 505 篇，第 4 / 11 页
- ICLR 2025IFORMER: INTEGRATING CONVNET AND TRANSFORMER FOR MOBILE APPLICATION
- ICLR 2025Image and Video Tokenization with Binary Spherical Quantization
- ICLR 2025IMDPrompter: Adapting SAM to Image Manipulation Detection by Cross-View Automated Prompt Learning
- ICLR 2025ImDy: Human Inverse Dynamics from Imitated Observations
- ICLR 2025Implicit Neural Surface Deformation with Explicit Velocity Fields
- ICLR 2025Improving Language Model Distillation through Hidden State Matching
- ICLR 2025Improving Semantic Understanding in Speech Language Models via Brain-tuning
- ICLR 2025Improving Unsupervised Constituency Parsing via Maximizing Semantic Information
- ICLR 2025Influence-Guided Diffusion for Dataset Distillation
- ICLR 2025InfoGS: Efficient Structure-Aware 3D Gaussians via Lightweight Information Shaping
- ICLR 2025InstantSplamp: Fast and Generalizable Stenography Framework for Generative Gaussian Splatting
- ICLR 2025InstaRevive: One-Step Image Enhancement via Dynamic Score Matching
- ICLR 2025Interpretable Unsupervised Joint Denoising and Enhancement for Real-World low-light Scenarios
- ICLR 2025Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology
- ICLR 2025Inverse decision-making using neural amortized Bayesian actors
- ICLR 2025Inverse Rendering using Multi-Bounce Path Tracing and Reservoir Sampling
- ICLR 2025Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning
- ICLR 2025Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity
- ICLR 2025Knowing Your Target: Target-Aware Transformer Makes Better Spatio-Temporal Video Grounding
- ICLR 2025Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution
- ICLR 2025Kronecker Mask and Interpretive Prompts are Language-Action Video Learners
- ICLR 2025L-WISE: Boosting Human Visual Category Learning Through Model-Based Image Selection and Enhancement
- ICLR 2025Language-Assisted Feature Transformation for Anomaly Detection
- ICLR 2025Latent Radiance Fields with 3D-aware 2D Representations
- ICLR 2025Learning Clustering-based Prototypes for Compositional Zero-Shot Learning
- ICLR 2025Learning Evolving Tools for Large Language Models
- ICLR 2025Learning Fine-Grained Representations through Textual Token Disentanglement in Composed Video Retrieval
- ICLR 2025Learning Gain Map for Inverse Tone Mapping
- ICLR 2025Learning General-purpose Biomedical Volume Representations using Randomized Synthesis
- ICLR 2025Learning Structured Universe Graph with Outlier OOD Detection for Partial Matching
- ICLR 2025Let SSMs be ConvNets: State-space Modeling with Optimal Tensor Contractions
- ICLR 2025Let the Code LLM Edit Itself When You Edit the Code
- ICLR 2025LIFe-GoM: Generalizable Human Rendering with Learned Iterative Feedback Over Multi-Resolution Gaussians-on-Mesh
- ICLR 2025Lightweight Predictive 3D Gaussian Splats
- ICLR 2025LLaMA-Omni: Seamless Speech Interaction with Large Language Models
- ICLR 2025LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token
- ICLR 2025Locality-aware Gaussian Compression for Fast and High-quality Rendering
- ICLR 2025Long-horizon Visual Instruction Generation with Logic and Attribute Self-reflection
- ICLR 2025Long-Sequence Recommendation Models Need Decoupled Embeddings
- ICLR 2025LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization
- ICLR 2025Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency
- ICLR 2025LR0.FM: Low-Res Benchmark and Improving robustness for Zero-Shot Classification in Foundation Models
- ICLR 2025LVSM: A Large View Synthesis Model with Minimal 3D Inductive Bias
- ICLR 2025MamBEV: Enabling State Space Models to Learn Birds-Eye-View Representations
- ICLR 2025MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer
- ICLR 2025Meta-Continual Learning of Neural Fields
- ICLR 2025MetaDesigner: Advancing Artistic Typography through AI-Driven, User-Centric, and Multilingual WordArt Synthesis
- ICLR 2025MetaMetrics: Calibrating Metrics for Generation Tasks Using Human Preferences
- ICLR 2025Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment
- ICLR 2025MM-EMBED: UNIVERSAL MULTIMODAL RETRIEVAL WITH MULTIMODAL LLMS
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。