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Doctor of Musical Arts Graduation School of Digital Media and Contents Graduation Paper: Study on the creation of Euclidean Algorithmic based on VQ-VAE of OpenAI Jukebox • Journal of the Korea Digital Content Society, Jan.2022 A study on the production of real-time algorithmic composition system using OpenAI Jukebox's VQ-VAE algorithm • Journal of the Korea Digital Content Society, Mar.2021

Master of Musical Arts Graduate School of Digital Media and Contents Graduation Paper: Interactive multimedia performance study using real-time algorithmic composition Feb, 2019

Applied Music Composition

Electronic Music Foundation Course

A&R(Artist and Repertoire) and Music Publishing & Show Buisness Trainee