What happens to my files when I restore to factory default?

I am tired of this desktop. Its so bad and I really want to upgrade it. But I want to restore it to factory default first. I know that all my files are gone unless I back them up on a disk or something. I don't have a disk. What I really want to know is what happens to my music from like itunes?