Welcome to Android Central! Which music app? This is not unusual -- I've seen the notification for apps like Spotify, YouTube Music, or YouTube remain in the notification panel after I stopped using the app. This shouldn't use battery or CPU, since the app itself is paused or cached in memory, and not active in the foreground. You should be able to just swipe away the notification if you don't want to see it.
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