A Study of Transfer Learning in Music Source Separation

June 2020 - October 2020

I studied the effect of transfer learning on music source separation on domains with small amounts of data, circumventing the need to have massive labeled datasets for a target domain.

nussl: Northewestern University Source Separation Library

March 2020 - Present

nussl is a python package for quick and easy implementation of audio source separation. I specifically contributed utilities for data augmentation and inferfacing with datasets.


November 2019 - December 2019

A deep learning system to generate segments of classical guitar pieces. The final project for COMP_SCI 397 Computational Creativity.