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Google Colab for training music AI model and generating music with Transformer technology (Google XLNet)

Home Page: https://colab.research.google.com/github/asigalov61/SuperPiano/blob/master/SuperPiano.ipynb

Jupyter Notebook 100.00%

superpiano's Introduction

SuperPiano

Google Colab for training music AI model and generating music with Transformer technology (Google XLNet)

Open In Colab

SUPER PIANO (XLNet Piano)

Huge thanks goes to Andrew Shaw (bearpelican) for the MusicAutoBot repo/code that was used to create this notebook. This notebook is a fork of Andrew's notebook for MusicTransformer

https://github.com/bearpelican

https://github.com/bearpelican/musicautobot

Some stats:

Architecture Google XLNet (MusicAutoBot implementation with fast.ai)

Model size: ~628Mb

Training Dataset Size: ~287Mb

Model training time: ~3 days on V100 GPU via Google Colab Pro

Final Loss:

Final Error Rate:

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