Apple Music Family Share With Same Apple iD

Greetings,

I'm sure this has been asked before. I did my best to search through the posts to avoid being redundant.

I have Apple Music family subscription right now. My wife and I. We both use our iPhones to play the music. The issue we are having is our musical tastes are vastly different. We share our Apple iD (mine). Is there a way of having separate libraries under the family subscription using the same Apple iD?

Thanks, ahead of time.