It is an old wives tail running power wires next to RCAs causes noise.
The whining is a ground loop. Make sure the grounds on your amps and head unit are sufficient. To me, it sounds like your head unit needs help.
Disconnect your RCAs, and see if the noise goes away. If it does, the head unit needs help. If not, check the power and ground on the amp.