Yeah, its pretty easy to do too.
Hit the little + in the bottom-left corner. Select slideshow and name it. Once you are in your new slideshow, add pictures to it (drag & drop, find, etc). Then, at the bottom, you will see the iTunes icon, select that and add your music! Thats it!