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MIDI Humanization AI

AI with note length and velocity prediction

Setup the Environment

Clone the project

  git clone https://github.com/alexybaddie/MIDI-Humanization-AI.git

Go to the project directory

  cd MIDI-Humanization-AI

Install dependencies

  pip install -r requirements.txt

Edit the MIDI file path

  1. Place your MIDI file in the mid folder (you may find it easier to rename the file).
  2. Open midi_file_path.txt in any text editor of your choice.
  3. Update the path with the name of your MIDI file (e.g., midi.mid).

Important

Ensure your file has a .mid or .midi extension.

Warning

If the MIDI file contains longer notes, the program might retain them. You may need to adjust the note lengths manually afterwards to achieve the desired effect. This precaution helps preserve the melody.

Start the humanization process

  py humanize.py

Advanced

If you're not happy with your results, you can proceed to some more fine-tuning adjustments.

  1. Open up humanize.py in a text editor
  2. Play around with these values at the very top of the code.
# Fine-tuning parameters
PREDICTION_MULTIPLIER = 0.5
DURATION_LIMIT = 1.25