Hi! Sophia / 孙慧文 here.
I am a PhD student in Computer Science at UC San Diego, advised by prof. Rose Yu. I work on machine learning for spatiotemporal data.
I'm also interested in machine creativity and digital humanities.
Pubs
* denotes co-lead authorship
Music, Machine creativity, Miscellaneous
Synthetic Erudition Assist Lattice
Sofy Yuditskaya, Sophia Sun, and Margaret Schedel
International Conference on New Interfaces for Musical Expression (NIME) 2021
[pub]-
Karaoke of Dreams: A multi-modal neural-network generated music experience
Derek Kwan*, Sophia Sun*, Sofy Yudistkaya*
Proceedings of the Joint Conference on AI Music Creativity (CIMC+MUME) 2020
[pdf] -
Emotion painting: lyric, affect, and musical relationships in a large leadsheet corpus
Sophia H. Sun*, Michael Scott Cuthbert*
Empirical Musicology Review 12.3-4. 2018
[journal access]