I have the exact same issue, but i use 4770k and gtx 780 sli.
Before i got the bluescreen yesterday, i did not have these sounds when the screens went to sleep.
And before that when i got my new ssd's in raid 0, i had those sounds randomly happening even when the screens where on, but they disappeared after a while.