loua19/counterpoint

A BERT-inspired masked sequence model for harmonisation in the style of J.S. Bach.

LilyPondPythonharmonytransformerbachbert-models
This is stars and forks stats for /loua19/counterpoint repository. As of 27 Apr, 2024 this repository has 15 stars and 1 forks.

counterpoint A masked sequence model for harmonisation in the style of J.S. Bach. Inspired by other work (1, 2, 3), this model uses a transformer encoder to harmonize incomplete piano-rolls in the style of Bach. The model can be trained on two datasets which are both located in data/raw. The first dataset chorale16sep.json is taken directly from (4). It comprises of Bach's four part chorales (quantised into 16th notes) as MIDI-note piano-rolls. I built the second dataset fugue16sep.json (resp. fugue32sep.json...
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