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 823 篇，第 16 / 17 页
- NeurIPS 2026MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
- NeurIPS 2026MILES: Modular Instruction Memory with Learnable Selection for Self-Improving LLM Reasoning
- NeurIPS 2026Mind the Gap: Dataset and Fine-grained Evaluation for Inline Audio Descriptions
- NeurIPS 2026Minimally Invasive Steering of Language Models
- NeurIPS 2026Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM
- NeurIPS 2026Model-Aware Tokenizer Transfer
- NeurIPS 2026MultiTalk: Scaling Full-Duplex Speech Models to Long, Multi-Party, Bilingual Conversation
- NeurIPS 2026Mutable Transcripts: Mitigating Context Pollution through Editable Conversation State
- NeurIPS 2026NPUsper: Eliminating Redundant Computation for Real-Time Whisper on Mobile NPUs
- NeurIPS 2026OmniSE: Support-Faithful Optimization for Evidence-Centric Audio-Video Reasoning
- NeurIPS 2026Online Bayesian Calibration under Gradual and Abrupt System Changes
- NeurIPS 2026Operads for compositional reasoning in LLMs
- NeurIPS 2026Overcoming State Inertia in Full-Duplex Spoken Language Models via Activation Steering
- NeurIPS 2026PCEval: A Benchmark for Evaluating Physical Computing Capabilities of Large Language Models
- NeurIPS 2026PitchBench: Measuring Pitch Hearing in Audio-Language Models
- NeurIPS 2026POISE: Instance-Specific Prompt Tuning under Latent Mixture Target Distributions
- NeurIPS 2026Predictively-Oriented Kalman Filtering
- NeurIPS 2026Probabilistic Data-Driven Modelling of Astrophysical Transients: The Neural Process Family for Ultrafast and Class-Agnostic Light Curve Reconstruction
- NeurIPS 2026Progress-Aware Distillation for Mitigating Stagnation in Small Language Model Agents
- NeurIPS 2026Progressive Layer-wise Supervision: Deep-to-Shallow Supervision Annealing for Efficient and Robust Speech Deepfake Detection
- NeurIPS 2026Prospective Coding Improves Learning in Deep Continuous-Time Recurrent Networks
- NeurIPS 2026RAIL: Rethinking Auditory Intelligence in Large Audio-Language Models with a CHC-Grounded Benchmark
- NeurIPS 2026RealityTest: How People Probe AI Identity and Whether Models Disclose It
- NeurIPS 2026Recon: Reconstruction-Guided Reasoning Synthesis for User Modeling
- NeurIPS 2026Reconsidering Positional Supervision in Masked Diffusion Language Model Training
- NeurIPS 2026Reconstructing the Vocal Tract with Differentiable Acoustic Simulation
- NeurIPS 2026Referring and Reasoning Camouflaged Object Segmentation in Audio-Visual Scenes
- NeurIPS 2026Rethinking Entropy Allocation in LLM-based ASR: Understanding the Dynamics between Speech Encoders and Large Language Models
- NeurIPS 2026Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory
- NeurIPS 2026Rubato: Transcribing Piano Music with Timestamps
- NeurIPS 2026RVCBench: Benchmarking Robustness of Voice Cloning Across Modern Audio Generation Models
- NeurIPS 2026RVR: Retrieve-Verify-Retrieve for Comprehensive Question Answering
- NeurIPS 2026SAFE-FEC: Semantically Constrained Adversarial Frontier Evolution for Factual Error Correction
- NeurIPS 2026Same Words, Different Judgments: How Preferences Vary Across Modalities
- NeurIPS 2026SAME: Stability-Aware Embedding Extraction in Mixture-of-Experts Language Models
- NeurIPS 2026SC$^3$: A Multi-Solvent Solubility Challenge and Benchmark
- NeurIPS 2026Scaling Point-in-Time Language Models: Economic Evaluation of Embeddings
- NeurIPS 2026Seeing Speech: Learning Visible Articulatory Dynamics for Speech-Driven 3D Facial Animation
- NeurIPS 2026SENSE: Semantic Neural Speech Synthesis from Brain Dynamics via Spatial Graph Encoding
- NeurIPS 2026She Performs Your Voice: A Unified Speech and Dance Motion Model
- NeurIPS 2026SheafStain: Sheaf-Theoretic Schr\"odinger Bridge for Spatially and Biologically Coherent Virtual Staining
- NeurIPS 2026Simulating Human Memory with Language Models
- NeurIPS 2026SLAyiNG: A Diverse and Community-validated Dataset of Queer Slang
- NeurIPS 2026SLIDERS: Systematic Reviews via Automated Evidence Synthesis and Reconciliation
- NeurIPS 2026Slowly Annealed Langevin Dynamics: Theory and Applications to Training-Free Guided Generation
- NeurIPS 2026SMASH: Probing Speech Recognition Robustness via Semantically Targeted Bit Flips
- NeurIPS 2026Soft Token Alignment for Cross-Lingual Reasoning
- NeurIPS 2026Speech Tokenizers are Vulnerable: Transferable Semantic Attack and Robust Tokenizer
- NeurIPS 2026SpreadsheetBench 2: Evaluating Agents on End-to-End Business Spreadsheet Workflows
- NeurIPS 2026StateTree: Enhancing Long-term Dialogue Reasoning via Reinforcement Learning
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。