Deleting a "Genre"

[missionsparta]

I have a large music collection. On a few of the tracks, the genre was listed as "Other" "Multiple" "Unknown" etc. After correct that, those Genre stills show up in the app. (including a misspelled one that I had to recorrect) even though there are zero songs listed when you select them. How do you delete those genres' completely?