🌐 Website Preview - Jing Peng

English | 中文

I am now a Zhiyuan Honor Ph.D. Student at Shanghai Jiao Tong University (SJTU), X-LANCE Lab, advised by Prof. Kai Yu (and co-advised by Prof. Shinji Watanabe).

My research focuses on Speech Large Language Models (Speech LLMs), with an emphasis on building well-aligned speech understanding systems that are robust to domain shift and multi-speaker conditions.

Research Interests

Publications (Selected)

* indicates equal contribution.

G-STAR: End-to-End Global Speaker-Tracking Attributed Recognition
Jing Peng, Z. Chen, H. Li, Y. Wang, D. Ma, M. Li, Y. Du, D. Xu, K. Yu, S. Wang.
arXiv:2603.10468. Submitted to Interspeech 2026.
arXiv
A Survey on Speech Large Language Models for Understanding
Jing Peng*, Y. Wang*, Y. Fang, Y. Xi, X. Li, X. Zhang, K. Yu.
arXiv:2410.18908. Accepted by IEEE JSTSP.
arXiv
TASU: Text-Only Alignment for Speech Understanding
Jing Peng, Y. Yang, X. Li, Y. Xi, Q. Tang, Y. Fang, J. Li, K. Yu.
arXiv:2511.03310. Accepted by ICASSP 2026.
arXiv

Contact Information

English | 中文

我是 上海交通大学 (SJTU) X-LANCE Lab 的致远荣誉博士生，导师是 俞凯教授（联合导师是 Shinji Watanabe 教授）。

我的研究专注于语音大语言模型 (Speech LLMs)，重点是构建对领域迁移和多说话人场景具有鲁棒性的良好对齐的语音理解系统。

研究兴趣

发表论文 (精选)

* 表示同等贡献。

G-STAR: End-to-End Global Speaker-Tracking Attributed Recognition
Jing Peng, Z. Chen, H. Li, Y. Wang, D. Ma, M. Li, Y. Du, D. Xu, K. Yu, S. Wang.
arXiv:2603.10468. Submitted to Interspeech 2026.
arXiv
A Survey on Speech Large Language Models for Understanding
Jing Peng*, Y. Wang*, Y. Fang, Y. Xi, X. Li, X. Zhang, K. Yu.
arXiv:2410.18908. Accepted by IEEE JSTSP.
arXiv
TASU: Text-Only Alignment for Speech Understanding
Jing Peng, Y. Yang, X. Li, Y. Xi, Q. Tang, Y. Fang, J. Li, K. Yu.
arXiv:2511.03310. Accepted by ICASSP 2026.
arXiv

联系方式

Publications / 发表论文

* indicates equal contribution. / * 表示同等贡献。

📂 Multi-Speaker Speech Understanding

G-STAR: End-to-End Global Speaker-Tracking Attributed Recognition
Jing Peng, Z. Chen, H. Li, Y. Wang, D. Ma, M. Li, Y. Du, D. Xu, K. Yu, S. Wang
submitted to Interspeech 2026, 2026
arXiv

📂 Speech LLM Survey & Benchmark

A Survey on Speech Large Language Models for Understanding
Jing Peng*, Y. Wang*, Y. Fang, Y. Xi, X. Li, X. Zhang, K. Yu
IEEE JSTSP (accepted), 2024
arXiv
ISA-Bench: Benchmarking Instruction Sensitivity for Large Audio Language Models
B. Li, W. Huang, Y. Qiu, Y. Guo, H. Wang, Z. Li, Jing Peng, Z. Ma, X. Chen, K. Yu
ICASSP 2026 (accepted), 2026
arXiv

📂 Speech LLM Alignment

TASU: Text-Only Alignment for Speech Understanding
Jing Peng, Y. Yang, X. Li, Y. Xi, Q. Tang, Y. Fang, J. Li, K. Yu
ICASSP 2026 (accepted), 2026

📂 Speech LLM Domain Adaptation

Low-Resource Domain Adaptation for Speech LLMs via Text-Only Fine-Tuning
Y. Fang*, Jing Peng*, X. Li, Y. Xi, C. Zhang, G. Zhong, K. Yu
ASRU 2025 (accepted), 2025
arXiv

📂 Speech LLM Modular Adaptation

MOSA: Mixtures of Simple Adapters Outperform Monolithic Approaches in LLM-based Multilingual ASR
Junjie Li, Jing Peng, Yangui Fang, Shuai Wang, Kai Yu
ICASSP 2026 (accepted), 2026
arXiv

📋 File Structure

PigeonDan1.github.io/
├── index.md              (English homepage with G-STAR added)
├── index-zh.md           (Chinese homepage)
├── about.md              (English about page)
├── about-zh.md           (Chinese about page)
├── resume.md             (English resume page)
├── resume-zh.md          (Chinese resume page)
├── publications.md       (English publications page)
├── publications-zh.md    (Chinese publications page)
├── _data/
│   ├── navigation.yml    (Added Chinese link)
│   └── publications.yml  (Added G-STAR paper)
└── preview.html          (This preview file)

🚀 How to Deploy

  1. Commit all changes: 
    git add .
git commit -m "Add G-STAR paper and Chinese language support"
git push origin master
  2. GitHub Pages will automatically build and deploy your site (usually within 1-2 minutes)
  3. Visit https://pigeondan1.github.io to see the changes

📝 Summary of Changes