Sounds like something has broken. Do you back out of you driveway, then at the first stop you get those sounds? Do you use your E-brake daily? Those rear pads hardly ever ware out.
I agree, you need to look inside to see whats up. I think you'll find something rolling around loose in there.
Good luck, hope it's an easy fix. Post back when you find it.