This is a repo for generating one instrument music (default piano - can be changed to other instrument). It's based upon TensorFlow, Magenta, numpy Libraries. It's consist of few modules.

• model.py - defines architectures of models - you can add your architecture and train it.
• download.py - download MEASTRO dataset, call it before it
• trainer.py - defines process of training.
• train.py - runs process of training, reads hyperparameters from config files.
• finetune.py - runs finetunning of already existing model.h, reads hyperparameters from config files.
• eval.py - evalutes models generated from process of training from train.py and generate music. (midi format), reads data from config files. Starts midi vizualizer.
• midi vizualizer folder - Small JavaScript program based upon MagentaJS used to visualize music
• utlis folder:
  • pipelines - defines the process of sequential data transformation.
  • project_utils - logging functionality etc.
• settings.yml - can be overwrited to define new parameters of training.
• settings_eval.yml - can be overwrited to define new parameters of evaluation.

 pip install -r Requirements.txt

python download.py

 python train.py

python finetune.py

python eval.py