This is the option:
Menu Bar > iTunes > Advanced
<snip>
But I think iTunes will use the Movies folder in your Home Directory, instead of putting it into the Music folder.
You can also use
Disk Inventory X to scan your HDD and see where all the space is gone to.
<snip>