creating new Apple ID (new account) and keeping music?

I want to ditch my current Apple ID due to it being maxed out with people using it and I want to create a new Apple ID for myself and no one else to use, but the only problem is that I don't want to lose all the music I've already purchased with my current Apple ID. Is there any way possible for me to move all those songs to a new Apple ID?? I would appreciate any help. Thanks!