comsw4995-final-project

Final Project for COMS W4995 Spring 2018

Get midi files, generate data set

Run GenerateCorpus.ipynb

Run maskGAN

Install the following modules for python3:
numpy
tensorflow
scipy

Then run the scripts (runTraining.sh, runValidate.sh, runTest.sh) in maskgan directory, but change the data_dir, base_directory, maskgan_ckpt with your values.

Play Mid File

Install the following modules for python3
py-midi
mingus
pygame
mido

Install rtmidi using the whl file in this repo

But mingus module doesn't support python3, so please copy the mingus files from here to the location installed.

Then run play_midi.py

Name		Name	Last commit message	Last commit date
Latest commit History 57 Commits
augmented_midi		augmented_midi
conditional_result		conditional_result
input_token_files		input_token_files
maskgan		maskgan
midi		midi
mingus		mingus
normalized_midi		normalized_midi
output_bach		output_bach
output_beethoven		output_beethoven
output_brahms		output_brahms
output_handel		output_handel
output_haydn		output_haydn
output_mozart		output_mozart
output_schubert		output_schubert
output_uncondition		output_uncondition
output_vivaldi		output_vivaldi
ptb		ptb
ptb_augmented		ptb_augmented
ptb_normalized		ptb_normalized
unconditional_result		unconditional_result
.gitignore		.gitignore
GenerateCorpus.ipynb		GenerateCorpus.ipynb
Music_MaskGAN_Presentation.pptx		Music_MaskGAN_Presentation.pptx
README.md		README.md
TexttoMidi.ipynb		TexttoMidi.ipynb
automusic.mp4		automusic.mp4
conditional_sample.png		conditional_sample.png
keys.png		keys.png
play_midi.py		play_midi.py
python_rtmidi-1.1.0-cp35-cp35m-win_amd64.whl		python_rtmidi-1.1.0-cp35-cp35m-win_amd64.whl

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comsw4995-final-project

Get midi files, generate data set

Run maskGAN

Play Mid File

Conditional Sample

Unconditional Sample

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