Check your ground wires. If the sound get higher as your RPM gets higher, that is most likely it.

Turn on your stereo, turn down the volume, turn on your car, rev the engine slowly.

You grounds should be solid and be contacting SOLID BARE METAL (as in no paint). Where is your amp's grounding point?