Hi! Sophia / 孙慧文 here.
I am a PhD student in Computer Science at UC San Diego, advised by prof. Rose Yu, working on machine learning for spatiotemporal data.
I obtained my B.A. in mathematics and computer science at Wellesley College. In summer 2018 I interned at Google DeepMind to work on ML for healthcare, and in summer 2020 at Amazon Robotics to work on reinforcement learning for multi-robot planning.
Outside of my work, I'm interested in machine creativity and digital humanities.
* denotes co-lead authorship
Music, Machine creativity, Miscellaneous
Synthetic Erudition Assist LatticeSofy Yuditskaya, Sophia Sun, and Margaret Schedel
International Conference on New Interfaces for Musical Expression (NIME) 2021
Karaoke of Dreams: A multi-modal neural-network generated music experienceDerek Kwan*, Sophia Sun*, Sofy Yudistkaya*
Proceedings of the Joint Conference on AI Music Creativity (CIMC+MUME) 2020
Emotion painting: lyric, affect, and musical relationships in a large leadsheet corpusSophia H. Sun*, Michael Scott Cuthbert*
Empirical Musicology Review 12.3-4. 2018