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 327 篇，第 4 / 7 页
- ICML 2026TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions
- ICML 2026TOM-SWE: User Mental Modeling For Software Engineering Agents
- ICML 2026ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
- ICML 2026Topological Active Inference for Task Disambiguation
- ICML 2026Toward Robust Multilingual Adaptation of LLMs for Low-Resource Languages
- ICML 2026Towards Streaming Synchronized Spatial Audio Generation via Autoregressive Diffusion Transformer
- ICML 2026Training Deep Spiking Neural Networks without Normalization
- ICML 2026Training-Free Multimodal Large Language Model Orchestration
- ICML 2026Two-dimensional quantization for geometry-aware audio coding
- ICML 2026Ubiquity of Emergent Hebbian Dynamics in Regularized Learning
- ICML 2026UltraLIF: Fully Differentiable Spiking Neural Networks via Ultradiscretization and Max-Plus Algebra
- ICML 2026Uncertainty-Aware Clarification in LLM Agents with Information Gain
- ICML 2026Understanding Performance Collapse in Layer-Pruned Large Language Models via Decision Representation Transitions
- ICML 2026UniSparse: Combining Weight Pruning and Spike Sparsification in Spiking Neural Networks
- ICML 2026Unlocking Speech–Text Compositional Powers: Instruction-Following Speech Language Models without Instruction Tuning
- ICML 2026Unveiling the Entropy Dynamics of Chain-of-Thought Reasoning
- ICML 2026User-Aware Active Knowledge Acquisition for Emotional Support Dialogue
- ICML 2026Very Efficient Listwise Multimodal Reranking for Long Documents
- ICML 2026VocSim A Training-free Benchmark for Zero-shot Content Identity in Single-source Audio
- ICML 2026XPERT: Expert Knowledge Transfer for Effective Training of Language Models
- ICML 2026Zeroth-Order Non-Log-Concave Sampling with Variance Reduction and Applications to Inverse Problems
- ICML 2025A Reasoning-Based Approach to Cryptic Crossword Clue Solving
- ICML 2025A Variational Framework for Improving Naturalness in Generative Spoken Language Models
- ICML 2025Active Evaluation Acquisition for Efficient LLM Benchmarking
- ICML 2025Adaptive Elicitation of Latent Information Using Natural Language
- ICML 2025Aligning Spoken Dialogue Models from User Interactions
- ICML 2025ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling
- ICML 2025AnalogGenie-Lite: Enhancing Scalability and Precision in Circuit Topology Discovery through Lightweight Graph Modeling
- ICML 2025Are Large Language Models Ready for Multi-Turn Tabular Data Analysis?
- ICML 2025ArrayDPS: Unsupervised Blind Speech Separation with a Diffusion Prior
- ICML 2025Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities
- ICML 2025BinauralFlow: A Causal and Streamable Approach for High-Quality Binaural Speech Synthesis with Flow Matching Models
- ICML 2025Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation
- ICML 2025Compressed and distributed least-squares regression: convergence rates with applications to federated learning
- ICML 2025CoSER: Coordinating LLM-Based Persona Simulation of Established Roles
- ICML 2025Deep Neural Cellular Potts Models
- ICML 2025Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines
- ICML 2025Delta Decompression for MoE-based LLMs Compression
- ICML 2025Dendritic Localized Learning: Toward Biologically Plausible Algorithm
- ICML 2025DMOSpeech: Direct Metric Optimization via Distilled Diffusion Model in Zero-Shot Speech Synthesis
- ICML 2025Efficiently Serving Large Multimodal Models Using EPD Disaggregation
- ICML 2025Emotional Face-to-Speech
- ICML 2025ETTA: Elucidating the Design Space of Text-to-Audio Models
- ICML 2025Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation
- ICML 2025FLAM: Frame-Wise Language-Audio Modeling
- ICML 2025Fleet of Agents: Coordinated Problem Solving with Large Language Models
- ICML 2025Flexible and Efficient Grammar-Constrained Decoding
- ICML 2025Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM
- ICML 2025From Complex to Atomic: Enhancing Augmented Generation via Knowledge-Aware Dual Rewriting and Reasoning
- ICML 2025Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction
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。