Missing album tags make Lollipop's stock music player group all songs into the same album and attribute the same album art to all tracks

I have a bunch of tracks all with empty album tags. This makes the stock Lollipop player group all these songs under one album called "music" and attribute the same album cover (taken from one of these tracks) to the rest of the tracks, even though they have completely different cover art and values under artist and title.

Retagging all my music is out of the question. Is there a way to stop it from scanning the album art/album tag at all, since I actually couldn't care less about the album art and it's just frustrating to see unrelated tracks grouped together?