Portfolio

Below you can find a selection of my data analysis and programming projects, the majority of which relate to my PhD research and publications.

Identifying hip-hop samples with deep learning

Sampling involves reusing recorded music or sounds from another source and is common in genres like hip-hop and rap. We trained a deep learning model to identify samples in a large music catalog from Spotify and developed an interactive web application to explore the predictions it made.

Jazz trio database

A dataset of 45 hours of commercial jazz recordings annotated using an automated signal processing pipeline