Well, during restart, the computer tends to check the optical drive, to see if there's a disc in there (that's one sound)... other than that.. it could be initiating a fan, hard drive (which you don't want that to be the case), etc...
Regardless, make a backup of your data and go into an Apple Store if you can to have them listen to it.