Getting rid of electrical noise produced when one touches amplifier and amplifier's dials
I have a similar one (Lepai 808), without noise problems anymore.
In the beginning the two channels were not at equal volume.The problem was 3 cold joints.
Your problem is clearly something with the ground.
It seems that is somewere disconnected or not fully working.
Try to find where, repair it and no more noise.