My ISMIR 2020 late-breaking demo paper: An Evaluation Tool for Subjective Evaluation of Amateur Vocal Performances of “Amazing Grace.”
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. See my powerpoint from ICML 2020!s
Cochlear Implant Listening
Familiarity, quality and preference in Cochlear Implant Listening.
Music Genre Categorization
A project from my neural networks course at UCLA, using Mel-frequency Cepstral Coefficients (MFCCs) to categorize music into 4 genres. Coding was done in MATLAB.