Open the Music app
Tap the Now Playing bar
Pause playback
Turn off Autoplay in the queue screen
Open Settings
Tap Music
Turn off Use Listening History
Disable Cellular Data for Music if needed
Turn off Bluetooth on connected devices
Disconnect from CarPlay if it starts automatically
Remove Music from Siri Suggestions if it appears there
Restart your iPhone or iPad
Update iOS or iPadOS
Delete and reinstall the Music app if the issue continues