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musicvae-1's Introduction

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

midi_note midi_note_2

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

midi_note_3

The following matrix shows a piece of training data midi_note_4

musicvae-1's People

Contributors

yizhouzhao avatar wensi-ai avatar liang-qiu avatar

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