How to turn this off on my iphone 5S?

I own an Iphone 5S. Anytime I play music and the iphone gets turned sideways, before the screen goes black, the screen goes to another album with a song list. All too often I accidentily touch the screen while I'm walking and suddenly a new song starts playing I didn't want. Does anyone else have this problem? Is there any way to turn it off?

Try to reset the phone on iTunes.

Try resetting everything.

Resetting