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 21 / 35 页
- 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
- ICLR 2025MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
- ICLR 2025MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
- ICLR 2025Modality-Specialized Synergizers for Interleaved Vision-Language Generalists
- ICLR 2025MoDGS: Dynamic Gaussian Splatting from Casually-captured Monocular Videos with Depth Priors
- ICLR 2025Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation
- ICLR 2025MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion
- ICLR 2025MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion
- ICLR 2025MotionDreamer: One-to-Many Motion Synthesis with Localized Generative Masked Transformer
- ICLR 2025MP-Mat: A 3D-and-Instance-Aware Human Matting and Editing Framework with Multiplane Representation
- ICLR 2025MrT5: Dynamic Token Merging for Efficient Byte-level Language Models
- ICLR 2025Multi-Field Adaptive Retrieval
- ICLR 2025Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation
- ICLR 2025Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality Gap
- ICLR 2025NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative
- ICLR 2025NatureLM-audio: an Audio-Language Foundation Model for Bioacoustics
- ICLR 2025ND-SDF: Learning Normal Deflection Fields for High-Fidelity Indoor Reconstruction
- ICLR 2025NeRAF: 3D Scene Infused Neural Radiance and Acoustic Fields
- ICLR 2025Neural Fluid Simulation on Geometric Surfaces
- ICLR 2025Neuralized Markov Random Field for Interaction-Aware Stochastic Human Trajectory Prediction
- ICLR 2025NeuralPlane: Structured 3D Reconstruction in Planar Primitives with Neural Fields
- ICLR 2025Neuron based Personality Trait Induction in Large Language Models
- ICLR 2025No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats from Sparse Unposed Images
- ICLR 2025Node Similarities under Random Projections: Limits and Pathological Cases
- ICLR 2025Not All Heads Matter: A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning
- ICLR 2025Occlusion-aware Non-Rigid Point Cloud Registration via Unsupervised Neural Deformation Correntropy
- ICLR 2025OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup
- ICLR 2025On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation
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。