How to train a model to separate an instrument

Hi all, 

This might be a silly question
When I use a tool named ultimate voice remover, I noticed the excellent behavior from mdx-net models. So I plan to use this to train a model to separate special instruments from an ensemble. But I have got no idea how to start the work. 

Thanks a lot! 