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Yu-Hua Chen

Ph.D. Student
National Taiwan University
f08946011@ntu.edu.tw


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

Selected Publications

  1. 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

  2. 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

  3. 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)

  4. 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

  5. Yu-Hua Chen, Yu-Siang Huang, Wen-Yi Hsiao, and Yi-Hsuan Yang
    International Society for Music Information Retrieval Conference 2020

  6. Yu-Hua Chen, Bryan Wang and Yi-Hsuan Yang
    International Joint Conf. Artificial Intelligence 2019, demo paper

    Internships

  1. Positive Grid
    Topics: Guitar tone modeling
    Feb 2024 - Now

  2. Sony Research
    Topics: Unsupervised guitar tone modeling
    Advisors: Woosong Choi
    July 2023 - Jan 2024

  3. Taiwan AI Labs
    Topics: Guitar tab generation and transcription
    July 2020 - June 2022

Services

Conference Reviewers

Journal Reviewers


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