My Moen does it too. Sons Moen does it. Don't buy Moen if you don't want it to Moan.
I've tried a different shower head a different cartridge and the only thing that works is to change the position of the valve to allow more water through the valve. It seems to create a standing wave between the valve and the shower head and just wants to scream. In my opinion those are junk valves.