I know that noise!
I think the noise you are talking about is from the turbo. It happens when you have over 10 # of boost and let off the go pedal too fast. The pressure in the intake escapes back through the turbo. I dont think it hurts anything. Mine does it when i am turning arround in the snow up in the hills.