It most likely is a leak coming from somewhere. I too had this high-pitched whistle that you are describing. Come to find out, my HKS SSQ and the flange popped out of the I/C pipe (was working on the car that day and I had to remove it then re-install it), thus creating the whistle pitched sound.

Check all around for boost leaks and try checking/adjusting the BOV, as mentioned before.