About Me
I am a Computer Science Ph.D. student at the National Taiwan University working with Prof. Yi-Hsuan Yang and Prof. Jyh-Shing Roger Jang at the Music and AI Lab.
Before that, I hold a Bachelor’s degree in Computer Science from National Cheng Kung University. I also interned at Taiwan AI Labs, Sony.
My main research interests focus on guitar-oriented music information retrieval, including transformations between different representation formats of guitar music. Recently, I have been concentrating on creative guitar amplifier tone modeling. I am also an intermediate electric guitar player, and I enjoy listening to anime, J-POP, and hard rock music.
If you need to contact me for any reason, you can reach me via email, and collaboration is welcomed.
Research Interests
- Music Information Retrieval: music transcirption, audio synthesis, tone modeling
- Machine Learning: generative adversarial networks, feature disentanglement
Selected Publications
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Yu-Hua Chen, Yen-Tung Yeh, Yuan-Chiao Cheng, Jui-Te Wu, Yu-Hsiang Ho, Jyh-Shing Roger Jang, and Yi-Hsuan Yang,
International Society for Music Information Retrieval Conference 2024
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Yu-Hua Chen, Woosung Choi, Wei-Hsiang Liao, Marco Martínez-Ramírez, Kin Wai Cheuk, Yuki Mitsufuji, Jyh-Shing Roger Jang and Yi-Hsuan Yang
International Conference on Digital Audio Effects 2024
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Yu-Hua Chen, Woosung Choi, WeiHsiang Liao, Marco A. Martinez Ramirez, Kin Wai Cheuk, Yi-Hsuan Yang, and Yuki Mitsufuji,
International Society for Music Information Retrieval Conference 2023, LBD (late-breaaking and demo paper)
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Yu-Hua Chen, Wen-Yi Hsiao, Tsu-Kuang Hsieh, Jyh-Shing Roger Jang, and Yi-Hsuan Yang
IEEE International Conference on Acoustics, Speech and Signal Processing 2022
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Yu-Hua Chen, Yu-Siang Huang, Wen-Yi Hsiao, and Yi-Hsuan Yang
International Society for Music Information Retrieval Conference 2020
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Yu-Hua Chen, Bryan Wang and Yi-Hsuan Yang
International Joint Conf. Artificial Intelligence 2019, demo paper
Internships
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Positive Grid
Topics: Guitar tone modeling
Feb 2024 - Now
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Sony Research
Topics: Unsupervised guitar tone modeling
Advisors: Woosong Choi
July 2023 - Jan 2024
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Taiwan AI Labs
Topics: Guitar tab generation and transcription
July 2020 - June 2022
Services
Conference Reviewers
Journal Reviewers
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