Total Variation in Vocals Over Time
We conduct an exploratory study of 43,153 vocal tracks of popular songs spanning nearly a century, and report trends in total variation over time and between genres.
HitPredict: Using Spotify Data to Predict Billboard Hits
We are able to predict the Billboard success of a song with ~75% accuracy using several machine learning algorithms.
A music visualizer I built for my Music, Computing, and Design course with Ge Wang at Stanford.
Instrument Design for a Laptop Opera
I worked with composer Anne Hege and a subset of the Stanford Laptop Orchestra on The Furies: A new LaptOpera.
My ISMIR 2020 late-breaking demo paper: An Evaluation Tool for Subjective Evaluation of Amateur Vocal Performances of “Amazing Grace.”
Cochlear Implant Listening
Familiarity, quality and preference in Cochlear Implant Listening.