To unlock a golden form of any of the four instruments (guitar, bass, drums, and mic), you must beat Solo Mode on any difficulty you choose. You must also use the instrument you intend on unlocking in beating Solo Mode, so that if, for instance, you wanted to unlock the Golden Bass, you should use the bass in Solo Mode.