ML Music Generator

This project . The initial source was made by Sigurður Skúli by is respository Classical-Piano-Composer (https://github.com/Skuldur/Classical-Piano-Composer)

Requirements

• Python 3.x
• Installing the following packages using pip:
  • Music21
  • Keras
  • Tensorflow
  • h5py

Training

To train the network you run 10_train.py.

E.g.

python 10_train.py

The network will use every midi file in ./midi_songs to train the network. The midi files should only contain a single instrument to get the most out of the training.

NOTE: You can stop the process at any point in time and the weights from the latest completed epoch will be available for text generation purposes.

Generating music

Once you have trained the network you can generate text using 20_generate.py

E.g.

python 20_generate.py

You can run the prediction file right away using the weights.hdf5 file

Documentation https://towardsdatascience.com/how-to-generate-music-using-a-lstm-neural-network-in-keras-68786834d4c5

Toegevoegd door Johntestgit