Hello Jillfromscottsburg!
While playing a song and viewing the actual artwork, swipe the screen up. (as if you are viewing the lyrics for the song) You will see the shuffle and repeat options, make sure neither are highlighted and that should resolve your issue.
Here's an article that you may find helpful: Play, repeat, and shuffle music - Apple Support
Hope this helps!
🙂