CV (test1)
Education
Aug 2018 - Current
- Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea
- M.S. student in Graduate School of Culture Technology
Mar 2014 - Aug 2018
- Yonsei University, Seoul, South Korea
- B.S. in Computer Science
Publications
Conference Proceedings
- VirtuosoNet: A Hierarchical RNN-based System for Modeling Expressive Piano Performance
- Dasaem Jeong, Taegyun Kwon, Yoojin Kim, Kyogu Lee and Juhan Nam
- Proceedings of International Society of Music Information Retrieval Conference (ISMIR) 2019, [pdf]
- Graph Neural Network for Music Score Data and Modeling Expressive Piano Performance
- Dasaem Jeong, Taegyun Kwon, Yoojin Kim, and Juhan Nam
- Proceedings of the 36th International Conference on Machine Learning (ICML), 2019 [pdf]
- Score and Performance Features for Rendering Expressive Music Performances
- Dasaem Jeong, Taegyun Kwon, Yoojin Kim, and Juhan Nam
- Proceedings of the Music Encoding Conference, 2019[pdf]
Patent (in Korea)
- 주어진 악보에 대하여 다양한 스타일의 표현력 있는 피아노 연주를 생성하는 방법 및 장치 (출원)
- 남주한, 정다샘, 권태균, 김유진
- 출원번호 10-2020-0070101, 2020
Projects
- Emotional Symbolic Music Data Analysis
- Samsung Research Funding Center, 2019 - Current
Research Interest
Data Analytics, Modeling, Statistics, Machine Learning, Deep Learning