I would think it is a capacitor failing in some odd way. Most electrical stuff either works or breaks, except capacitors and tubes.
If the noise is really not just one loud bang, and lasts for awhile, I would bet it is a cap failing. This is only a guess, but a decent guess. Then it could be (less posible) a diode. but i would place MY bet on a capacitor.
If the noise is really not just one loud bang, and lasts for awhile, I would bet it is a cap failing. This is only a guess, but a decent guess. Then it could be (less posible) a diode. but i would place MY bet on a capacitor.

