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 25 / 35 页
- ICML 2025MATS: An Audio Language Model under Text-only Supervision
- ICML 2025MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-text Decoding
- ICML 2025MoHAVE: Mixture of Hierarchical Audio-Visual Experts for Robust Speech Recognition
- ICML 2025Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding
- ICML 2025MuseControlLite: Multifunctional Music Generation with Lightweight Conditioners
- ICML 2025NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction
- ICML 2025OmniAudio: Generating Spatial Audio from 360-Degree Video
- ICML 2025One Wave To Explain Them All: A Unifying Perspective On Feature Attribution
- ICML 2025Otter: Generating Tests from Issues to Validate SWE Patches
- ICML 2025Overcoming Non-monotonicity in Transducer-based Streaming Generation
- ICML 2025OWLS: Scaling Laws for Multilingual Speech Recognition and Translation Models
- ICML 2025PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations
- ICML 2025Playmate: Flexible Control of Portrait Animation via 3D-Implicit Space Guided Diffusion
- ICML 2025Policy Filtration for RLHF to Mitigate Noise in Reward Models
- ICML 2025Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications
- ICML 2025QuanONet: Quantum Neural Operator with Application to Differential Equation
- ICML 2025Reducing Tool Hallucination via Reliability Alignment
- ICML 2025RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior
- ICML 2025Rethink GraphODE Generalization within Coupled Dynamical System
- ICML 2025ReverB-SNN: Reversing Bit of the Weight and Activation for Spiking Neural Networks
- ICML 2025SING: Spatial Context in Large Language Model for Next-Gen Wearables
- ICML 2025Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems
- ICML 2025Steering Protein Language Models
- ICML 2025Supervised Contrastive Learning from Weakly-Labeled Audio Segments for Musical Version Matching
- ICML 2025The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning
- ICML 2025The dark side of the forces: assessing non-conservative force models for atomistic machine learning
- ICML 2025TraceGrad: a Framework Learning Expressive SO(3)-equivariant Non-linear Representations for Electronic-Structure Hamiltonian Prediction
- ICML 2025UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation
- ICML 2025Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning
- ICML 2025XAttnMark: Learning Robust Audio Watermarking with Cross-Attention
- NeurIPS 2025🎧MOSPA: Human Motion Generation Driven by Spatial Audio
- NeurIPS 2025$\texttt{AVROBUSTBENCH}$: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time
- NeurIPS 2025A Dynamic Learning Strategy for Dempster-Shafer Theory with Applications in Classification and Enhancement
- NeurIPS 2025A Scalable, Causal, and Energy Efficient Framework for Neural Decoding with Spiking Neural Networks
- NeurIPS 2025A TRIANGLE Enables Multimodal Alignment Beyond Cosine Similarity
- NeurIPS 2025AHa-Bench: Benchmarking Audio Hallucinations in Large Audio-Language Models
- NeurIPS 2025ALMGuard: Safety Shortcuts and Where to Find Them as Guardrails for Audio–Language Models
- NeurIPS 2025ARECHO: Autoregressive Evaluation via Chain-Based Hypothesis Optimization for Speech Multi-Metric Estimation
- NeurIPS 2025Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models
- NeurIPS 2025Audio Super-Resolution with Latent Bridge Models
- NeurIPS 2025Audio-Sync Video Generation with Multi-Stream Temporal Control
- NeurIPS 2025AudSemThinker: Enhancing Audio-Language Models Through Reasoning over Semantics of Sound
- NeurIPS 2025BlockDecoder: Boosting ASR Decoders with Context and Merger Modules
- NeurIPS 2025BRACE: A Benchmark for Robust Audio Caption Quality Evaluation
- NeurIPS 2025Brain-tuning Improves Generalizability and Efficiency of Brain Alignment in Speech Models
- NeurIPS 2025BrainODE: Neural Shape Dynamics for Age- and Disease-aware Brain Trajectories
- NeurIPS 2025Bridging Equivariant GNNs and Spherical CNNs for Structured Physical Domains
- NeurIPS 2025Bridging the Gap Between Cross-Domain Theory and Practical Application: A Case Study on Molecular Dissolution
- NeurIPS 2025Can NeRFs "See" without Cameras?
- NeurIPS 2025Coarse-to-Fine 3D Part Assembly via Semantic Super-Parts and Symmetry-Aware Pose Estimation
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。