How do I restore my library from my iPod touch
How can I restore my old iPod’ s music library
iPod Touch
Question marked as
Did you buy the music from Apple? If yes, you can download those titles again for free, if they are still part of the iTunes Store.
Check this article about it:
Redownload music - Apple Support
All other music can't be synced back to your computer.