BenzaitenAdlib

Benzaiten Adlib TensorFlow version Sample for M1 Mac

based on https://docs.google.com/document/d/1CizJ6b9i2yZ9OIDPrBWUROyJahlZrlqe-naxh4brACQ/edit

How to setup

1. Set up Python and TensorFlow for the M1Mac environment.

   • see https://developer.apple.com/metal/tensorflow-plugin/

2. Install each module.

   • Since the following import statements appear in the program, please install the respective modules so that these can be resolved:

    import music21
    import numpy as np
    import matplotlib.pyplot as plt
    import mido
    import csv
    import IPython.display as ipd
    import midi2audio
    import glob
    import tensorflow as tf
    import tensorflow_probability as tfp

3. Download the training musicXML from https://homepages.loria.fr/evincent/omnibook/ and place it in the omnibook directory.

4. Download the following sample file from the here and place it in the sample directory.

5. Rename sample files as follows:

   • sample1_backing.mid -> sample_backing.mid
   • sample1_chord.csv -> sample_chord.csv

6. Obtain a soundfont and place it in the soundfont directory.

   • For example, get FluidR3_GM.sf2 from https://member.keymusician.com/Member/FluidR3_GM/index.html and place it in the soundfont directory.

7. Run learn.py to generate the model.

8. Run generate.py to output a midi file in the output directory with the melody on the accompaniment.

   • At the same time, a wav file is output to the root directory.