Replace chip (PCB) in usb midi keyboard with arduino

Now seriously, what the heck!?

This is normal. It is known as a floating input see this http://www.thebox.myzen.co.uk/Tutorial/Inputs.html

Can you draw a schematic of what you think the project might be.