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MIDI-generating LSTM created with TensorFlow. *.mid files are example outputs, and the folders contain different datasets to train from.

Usage

  1. To select a dataset, edit the folder in the first cell of the Jupyter notebook.
  2. Run the Jupyter notebook

Thoughts

Jazz.mid

The model seemed to pick up on the swing common to jazz, and it often dipped into and out of double time. I heard some jazzy chords in there, but a lot of it sounded a bit random, as if it picked up on the creative liberties taken in jazz without understanding why they are taken.

Mozart.mid

This one is my favorite. It is maybe a bit too bright in sound, but I can definitely hear Mozart's influence. I feel like it got a decent melody going, even with some 3:2 polyrhythms (although it is hard to say if that was just noise in the model). It also relied heavily on just playing scales up and down.

thefatrat.mid

I'm not as fond of this one. At times I can hear TheFatRat's influence with chords playing in repetetive rhythms under a melody in another octave, but it often just sounds confused and random.

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