语音合成论文趋势 2023–2026

TTS 与声码器

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 621 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

语音合成论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202354222623125
202438262160145
202545321658151
202667433654200

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

全部语音合成论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 204 篇，第 4 / 5 页

  1. NeurIPS 2023[Re] Exploring the Role of Grammar and Word Choice in Bias Toward African American English (AAE) in Hate Speech Classification
  2. NeurIPS 2023[Re] Pure Noise to the Rescue of Insufficient Data
  3. NeurIPS 2023A Comprehensive Study on Text-attributed Graphs: Benchmarking and Rethinking
  4. NeurIPS 2023A One-Size-Fits-All Approach to Improving Randomness in Paper Assignment
  5. NeurIPS 2023American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers
  6. NeurIPS 2023Attentive Transfer Entropy to Exploit Transient Emergence of Coupling Effect
  7. NeurIPS 2023Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
  8. NeurIPS 2023CELLE-2: Translating Proteins to Pictures and Back with a Bidirectional Text-to-Image Transformer
  9. NeurIPS 2023Cola: A Benchmark for Compositional Text-to-image Retrieval
  10. NeurIPS 2023ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation
  11. NeurIPS 2023Conditional Score Guidance for Text-Driven Image-to-Image Translation
  12. NeurIPS 2023Controlling Text-to-Image Diffusion by Orthogonal Finetuning
  13. NeurIPS 2023DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation
  14. NeurIPS 2023DeWave: Discrete Encoding of EEG Waves for EEG to Text Translation
  15. NeurIPS 2023Differentiable Registration of Images and LiDAR Point Clouds with VoxelPoint-to-Pixel Matching
  16. NeurIPS 2023DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction
  17. NeurIPS 2023DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning
  18. NeurIPS 2023Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback
  19. NeurIPS 2023DreamHuman: Animatable 3D Avatars from Text
  20. NeurIPS 2023First Order Methods with Markovian Noise: from Acceleration to Variational Inequalities
  21. NeurIPS 2023From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion
  22. NeurIPS 2023Goal Driven Discovery of Distributional Differences via Language Descriptions
  23. NeurIPS 2023How to Data in Datathons
  24. NeurIPS 2023How to Scale Your EMA
  25. NeurIPS 2023HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text
  26. NeurIPS 2023Inserting Anybody in Diffusion Models via Celeb Basis
  27. NeurIPS 2023Into the LAION’s Den: Investigating Hate in Multimodal Datasets
  28. NeurIPS 2023Learning Repeatable Speech Embeddings Using An Intra-class Correlation Regularizer
  29. NeurIPS 2023Minimax-Optimal Location Estimation
  30. NeurIPS 2023Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text
  31. NeurIPS 2023On student-teacher deviations in distillation: does it pay to disobey?
  32. NeurIPS 2023Optimization or Architecture: How to Hack Kalman Filtering
  33. NeurIPS 2023Optimizing Prompts for Text-to-Image Generation
  34. NeurIPS 2023P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech Prompting
  35. NeurIPS 2023Parts of Speech–Grounded Subspaces in Vision-Language Models
  36. NeurIPS 2023Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation
  37. NeurIPS 2023Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication
  38. NeurIPS 2023RETVec: Resilient and Efficient Text Vectorizer
  39. NeurIPS 2023Robust Lipschitz Bandits to Adversarial Corruptions
  40. NeurIPS 2023Scalable 3D Captioning with Pretrained Models
  41. NeurIPS 2023Sharpness Minimization Algorithms Do Not Only Minimize Sharpness To Achieve Better Generalization
  42. NeurIPS 2023SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds
  43. NeurIPS 2023SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
  44. NeurIPS 2023StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners
  45. NeurIPS 2023StyleDrop: Text-to-Image Synthesis of Any Style
  46. NeurIPS 2023StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models
  47. NeurIPS 2023TextDiffuser: Diffusion Models as Text Painters
  48. NeurIPS 2023The s-value: evaluating stability with respect to distributional shifts
  49. NeurIPS 2023Trading-off price for data quality to achieve fair online allocation
  50. NeurIPS 2023Unexpected Improvements to Expected Improvement for Bayesian Optimization

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 查语音合成在 NeurIPS 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": "text-to-speech"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇语音合成论文？
共 621 篇，按年份分别是 2023 年 125 篇、2024 年 145 篇、2025 年 151 篇、2026 年 200 篇。
NeurIPS 2026 有多少篇语音合成论文？
NeurIPS 2026 有 67 篇语音合成论文，上一届是 45 篇。
ICLR 2026 有多少篇语音合成论文？
ICLR 2026 有 43 篇语音合成论文，上一届是 32 篇。
ICML 2026 有多少篇语音合成论文？
ICML 2026 有 36 篇语音合成论文，上一届是 16 篇。
CVPR 2026 有多少篇语音合成论文？
CVPR 2026 有 54 篇语音合成论文，上一届是 58 篇。
哪个会议的语音合成论文最多？
NeurIPS，2023–2026 年共 204 篇。

「语音与音频」下的其他主题