I was an Apple Music member for years and cannot say I experienced that. We eventually became Amazon Music subscribers but that was due to my family's preferences vs. any quality issues.
I just deleted and reinstalled the app and so far it has ceased. Should have known it could be as simple as the 'ol "turn it off and back on again" trick. Fingers crossed!