Awesome
dl4mir-tutorial
This walkthrough demonstrates how to "do" deep learning in Python on some music tasks that may be of interest to those in the ISMIR community. To get the most out of this exercise, the reader should already possess a reasonable grasp of basic concepts and terminology; if this isn’t the case, we recommend reviewing any and all information found at the deep learning homepage before proceeding. That said, this prerequisite knowledge is not strictly necessary to complete the tutorial, and you may still find the exercise worthwhile without it.
Data
The data is now currently hosted here:
Both are password protected to slow the bots, but it's an easy one to remember (neuralnetsarefun).