caiocj1 / symbol-level-melody-completion

Symbol-Level Melody Completion

An attempt at implementing a GAN similar to the one explained in https://www.researchgate.net/publication/340640304_A_Symbol-level_Melody_Completion_Based_on_a_Convolutional_Neural_Network_with_Generative_Adversarial_Learning .

All credit to the authors of the paper:

• Kosuke Nakamura
• Takashi Nose
• Yuya Chiba
• Akinori Ito

The data set used for training consists of MAESTRO midi files: https://magenta.tensorflow.org/datasets/maestro.

To create the environment, run conda env create -f environment.yml.

To track training, tensorboard --logdir lightning_logs.

To launch training, python run_training.py -v version_name.