About Me

Hi! I'm Megan 👋

I am a PhD researcher at Durham University, investigating the application of multimodal machine learning to understand and explain music performance difficulty for music education applications. I am supervised by Dr Chris Willcocks, Dr Brian Bemman, and Dr Mark Gotham, and am a member of the Artificial Intelligence and Human Systems (AIHS) group within the Department of Computer Science.

Prior to this, I completed a Master's degree in Culture Technology at the Music and Audio Computing Lab (MACLab) at the Korea Advanced Institute of Science and Technology (KAIST), under the supervision of Prof. Juhan Nam, and a Bachelor's degree in Computer Science at the University of Cambridge.

Publications

• Hayeon Bang, Eunjin Choi, Megan Finch, Seungheon Doh, Seolhee Lee, Gyeong-Hoon Lee, and Juhan Nam. 2024. PIAST: A Multimodal Piano Dataset with Audio, Symbolic and Text. In Proceedings of the 3rd Workshop on NLP for Music and Audio (NLP4MusA), pages 5–10, Oakland, USA. Association for Computational Lingustics.