I am currently a 1^st-year Ph.D. student at the College of Computer Science, Nankai University, working under the supervision of Professor Yong Qin. I transitioned directly from the master’s program in September 2024, after joining Nankai University in 2022. Before that, I earned my B.E. degree from Dalian University of Technology (DUT) in 2022. My research interests include:

• Automatic Speech Recognition
• Domain Adaptation
• Large Language Models

📝 Publications

• ICASSP 2025 M2R-Whisper: Multi-stage and Multi-scale Retrieval Augmentation for Enhancing Whisper, Jiaming Zhou, Shiwan Zhao, Jiabei He, Hui Wang, Wenjia Zeng, Yong Chen, Haoqin Sun, Aobo Kong, Yong Qin.
• ICASSP 2025 Improving Zero-Shot Chinese-English Code-Switching ASR with kNN-CTC and Gated Monolingual Datastores, Jiaming Zhou, Shiwan Zhao, Hui Wang, Tian-Hao Zhang, Haoqin Sun, Xuechen Wang, Yong Qin.
• ICASSP 2024 KNN-CTC: Enhancing ASR via Retrieval of CTC Pseudo Labels, Jiaming Zhou, Shiwan Zhao, Yaqi Liu, Wenjia Zeng, Yong Chen, Yong Qin. [Github]
• ICASSP 2023 Madi: Inter-domain matching and intra-domain discrimination for cross-domain speech recognition, Jiaming Zhou, Shiwan Zhao, Ning Jiang, Guoqing Zhao, Yong Qin.
• Arxiv ChildMandarin: A Comprehensive Mandarin Speech Dataset for Young Children Aged 3-5, Jiaming Zhou, Shiyao Wang, Shiwan Zhao, Jiabei He, Haoqin Sun, Hui Wang, Cheng Liu, Aobo Kong, Yujie Guo, Yong Qin. [Github] [Huggingface]
• Arxiv CS-Dialogue: A 104-Hour Dataset of Spontaneous Mandarin-English Code-Switching Dialogues for Speech Recognition, Jiaming Zhou, Yujie Guo, Shiwan Zhao, Haoqin Sun, Hui Wang, Jiabei He, Aobo Kong, Shiyao Wang, Xi Yang, Yequan Wang, Yonghua Lin, Yong Qin.

📖 Educations

September 2024 - June 2028 (expected), Nankai University

• Ph.D. in Computer Science. Supervisor: Prof. Yong Qin

September 2022 - June 2024, Nankai University

• M.S. in Computer Science. Supervisor: Prof. Yong Qin

September 2017 - June 2022, Dalian University of Technology

• Dual B.S. Degrees in Computer Science and Japanese, Dalian University of Technology

💻 Internships

• Research Intern, AntGroup, China (June 2024 - January 2025)
• Research Intern, SenseTime, China (June 2023 - November 2023)

🧑‍🔬 Services

Reviewer:  

• ICASSP (25), ICME(25), EMNLP (24), ACL ARR (24)

Organizer:

• SLT 2024 Mandarin Stuttering Event Detection and Automatic Speech Recognition Challenge

🎖 Honors and Awards

• China National Scholarship, Ministry of Education of China, 2020
• Outstanding Graduate Award of Dalian, 2022
• The Second place in SLT 2024 Low-Resource Dysarthria Wake-Up Word Spotting Challenge (LRDWWS Challenge), 2024

Thanks for the template of Yi Ren