Paper

https://www.overleaf.com/read/xgzwpjjpynyj

MusicVAE

https://magenta.tensorflow.org/music-vae

https://arxiv.org/pdf/1803.05428.pdf

inspired from music vae pytorch

https://github.com/Variational-Autoencoder/MusicVAE

Data

The Lakh MIDI Dataset v0.1: https://colinraffel.com/projects/lmd/#get

The MAESTRO Dataset: https://magenta.tensorflow.org/datasets/maestro

The Groove Dataset: https://magenta.tensorflow.org/datasets/groove

Instructions

MIDI dataset to piano note

Use Pretty_MIDI(https://github.com/craffel/pretty-midi) to preprocess MIDI music file to sequential dataset

The following matrix shows a piece of training data