About
- I am pursuing PhD study in Computer Science at National University of Singapore. My supervisor is Prof. Leow Wee Kheng.
- Since 2018, I serve as a graduate tutor at the NUS School of Computing.
- From 2014-2018, I was involved in defence R&D as a Member of Technical Staff at DSO National Laboratories.
Selected publications
Style-Specific Harmonization by Multi-Objective Optimization without Training
ICNMC 2025
We propose FlexChord, a style-specific harmonization method that generates chords in the required style from as little as a one example piece. It applies direct optimization and avoids the costs of cleaning, annotating and training on large datasets. FlexChord handles both cadence and voice leading, as well as global music structure. Test results show that FlexChord's harmonization is better than those of comparable DNNs and is close to that of human harmonization.