Your car is haunted. Call your local exorcist.
My first reaction is to say that it's either dirt/sticky volume knob. Does this happen on certain speeds (highway vs. road) or is it random? Maybe it's the compensation for wind noise (I forget what it's called)....
2012 Ford Focus 5dr Hatchback Metallic Black SEL 301A