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 451 篇，第 8 / 10 页
- ICLR 2026Sparkle: A Robust and Versatile Representation for Point Cloud-based Human Motion Capture
- ICLR 2026SpatialHand: Generative Object Manipulation from 3D Prespective
- ICLR 2026Speech World Model: Causal State–Action Planning with Explicit Reasoning for Speech
- ICLR 2026Speech-to-LaTeX: New Models and Datasets for Converting Spoken Equations and Sentences
- ICLR 2026SpeechOp: Inference-Time Task Composition for Generative Speech Processing
- ICLR 2026SpikeStereoNet: A Brain-Inspired Framework for Stereo Depth Estimation from Spike Streams
- ICLR 2026Splat Feature Solver
- ICLR 2026Splat the Net: Radiance Fields with Splattable Neural Primitives
- ICLR 2026SPR$^2$Q: Static Priority-based Rectifier Routing Quantization for Image Super-Resolution
- ICLR 2026Spurious Correlation-Aware Embedding Regularization for Worst-Group Robustness
- ICLR 2026SPWOOD: Sparse Partial Weakly-Supervised Oriented Object Detection
- ICLR 2026SSD-GS: Scattering and Shadow Decomposition for Relightable 3D Gaussian Splatting
- ICLR 2026ST-SimDiff: Balancing Spatiotemporal Similarity and Difference for Efficient Video Understanding with MLLMs
- ICLR 2026StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs
- ICLR 2026Stacked from One: Multi-Scale Self-Injection for Context Window Extension
- ICLR 2026STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence
- ICLR 2026Steering and Rectifying Latent representation manifolds in Frozen Multi-modal LLMs for Video Anomaly Detection
- ICLR 2026STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models
- ICLR 2026Strategic Planning and Rationalizing on Trees Make LLMs Better Debaters
- ICLR 2026STream3R: Scalable Sequential 3D Reconstruction with Causal Transformer
- ICLR 2026Streaming Visual Geometry Transformer
- ICLR 2026StreamSplat: Towards Online Dynamic 3D Reconstruction from Uncalibrated Video Streams
- ICLR 2026STVG-R1: Incentivizing Instance-Level Reasoning and Grounding in Videos via Reinforcement Learning
- ICLR 2026Stylos: Multi-View 3D Stylization with Single-Forward Gaussian Splatting
- ICLR 2026SupCLAP: Controlling Optimization Trajectory Drift in Audio-Text Contrastive Learning with Support Vector Regularization
- ICLR 2026SuperF: Neural Implicit Fields for Multi-Image Super-Resolution
- ICLR 2026Supervised Fine-Tuning or Contrastive Learning? Towards Better Multimodal LLM Reranking
- ICLR 2026SurfSplat: Conquering Feedforward 2D Gaussian Splatting with Surface Continuity Priors
- ICLR 2026SyncTrack: Rhythmic Stability and Synchronization in Multi-Track Music Generation
- ICLR 2026Talking Points: Describing and Localizing Pixels
- ICLR 2026Taming Hierarchical Image Coding Optimization: A Spectral Regularization Perspective
- ICLR 2026TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization
- ICLR 2026TAPTRv3: Spatial and Temporal Context Foster Robust Tracking of Any Point in Long Video
- ICLR 2026Task-Related Token Compression in Multimodal Large Language Models from an Explainability Perspective
- ICLR 2026TASTE: Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling
- ICLR 2026TD-MoE: Tensor Decomposition for MoE Models
- ICLR 2026Tensor learning with orthogonal, Lorentz, and symplectic symmetries
- ICLR 2026Test-Time Optimization of 3D Point Cloud LLM via Manifold-Aware In-Context Guidance and Refinement
- ICLR 2026Text2Arch: A Dataset for Generating Scientific Architecture Diagrams from Natural Language Descriptions
- ICLR 2026Text2Interact: High-Fidelity and Diverse Text-to-Two-Person Interaction Generation
- ICLR 2026The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think
- ICLR 2026The Less You Depend, The More You Learn: Synthesizing Novel Views from Sparse, Unposed Images without Any 3D Knowledge
- ICLR 2026Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation
- ICLR 2026ThinkOmni: Lifting Textual Reasoning to Omni-modal Scenarios via Guidance Decoding
- ICLR 2026TianQuan-S2S: A Subseasonal-to-Seasonal Global Weather Model via Incorporate Climatology State
- ICLR 2026Token-Based Audio Inpainting via Discrete Diffusion
- ICLR 2026Tools are under-documented: Simple Document Expansion Boosts Tool Retrieval
- ICLR 2026ToolTree: Efficient LLM Tool Planning via Dual-Feedback Monte Carlo Tree Search and Bidirectional Pruning
- ICLR 2026Towards Physically Executable 3D Gaussian for Embodied Navigation
- ICLR 2026Towards Reliable Detection of Empty Space: Conditional Marked Point Processes for Object Detection
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。