Scholar
Xuenan Xu
Google Scholar ID: e0h0ae8AAAAJ
Shanghai Jiao Tong University
Citations & Impact
Citations
908
H-index
17
i10-index
25
Publications
20
Co-authors
0
Publications
Resume
Academic Achievements
- Published multiple papers in the field of audio understanding and generation. Specific projects include: enhanced accuracy, diversity, temporal accuracy, and efficiency in audio captioning; task and weakly-supervised training paradigm for text to audio grounding; BLAT, Auto-ACD, detailed audio-text simulation; visually-enhanced diverse generation; PicoAudio with a temporal-sensitive evaluation benchmark; Audio Codec for Audio LLM (SemantiCodec); content creation with LLM agent, e.g., AI storytelling for children.
Research Experience
- Mainly focuses on general audio understanding and generation, including tasks such as audio captioning, text to audio grounding, audio-text retrieval, and text to audio generation. Also interested in speech/music understanding and generation and their interaction with general audio.
Education
- 2019.9 - 2025.6, Ph.D., Shanghai Jiao Tong University, supervised by Prof. Mengyue Wu and Prof. Kai Yu; 2023.10 - 2024.4, visiting Ph.D., University of Surrey, supervised by Prof. Mark D. Plumbley and Prof. Wenwu Wang; 2015.9 - 2019.6, Bachelor, Shanghai Jiao Tong University, supervised by Leyun Wang.
Background
- A fourth year Ph.D. candidate from X-LANCE Lab, Shanghai Jiao Tong University, supervised by Prof. Mengyue Wu and Prof. Kai Yu. Research interests include audio/speech/music understanding and generation, and large language models.
Miscellany
- Expected to graduate in June 2025 and open to job opportunities in 2025. Can be contacted via LinkedIn or WeChat.