musicbert_hf

A HuggingFace port of MusicBERT that allows the implementation/training of token classification models like RNBert with that library. I describe it in a little more detail here.

RNBert

RNBert is a masked language model fine-tuned for Roman Numeral analysis. It is described in my 2024 ISMIR paper.

music_df

music_df is a package providing functions for reading various formats (e.g., MIDI, musicxml, humdrum) into Pandas dataframes and then transforming, augmenting, or otherwise processing the result. I developed it in the course of my dissertation. Documentation can be found here.

Efficient rhythms

Efficient rhythms is a Python tool for musical composition. In short, it generates loops, and then transforms them according to a chord progression. There are many parameters that control the nature of the loop and the chord progression. The documentation has an accessible introduction with many musical examples.

Here’s an example of the results:

More examples can be found at the algorithmic music section of my page.

Midani

A few years ago, I got interested in providing visual animations to accompany my music online. Midani, a Python script for making piano-roll animations, is the result. Here’s a silly example of the results I made for Christmas 2020:

More examples can be found here.

dumb_composer

dumb_composer is a Python program that takes a Roman numeral analysis as input and outputs synthetic Classical music. I hoped to improve my Roman numeral analysis models with this synthetic data but didn’t actually use it for that purpose. Nevertheless, it’s a fun project. I’ve written a little more about it here.