Projects

Research Projects

Research for the Restoration of 15th Century Jeongak, Using Artificial Intelligence

Sep 2023 - May 2024

Focused on the re-imagination and preservation of traditional Korean court music (Jeongak) through artificial intelligence. This project combined historical musicology with modern AI techniques to make heritage music more accessible and preservable.

Key Contributions:

Preprocessed Jeongganbo scorebooks to create a machine-readable Jeongganbo dataset
Implemented an optical music recognition framework specifically designed for Jeongganbo notation
Implemented novel encoding techniques for traditional Korean musical notation

Six Dragons Fly Again: Reviving 15th-Century Korean Court Music with Transformers and Novel Encoding

[paper][code][demo]

On the Automatic Recognition of Jeongganbo Music Notation: Dataset and Approach

[paper][code]