Samsung Music Player showing the wrong album artwork

A

AC Question

Phone: Samsung A3 2016

I edit the details of my songs on iTunes before I use Windows Media Player (WMP) to sync my songs into the phone. recently I added an album artwork to a song with no entry to the album field ie. the album name is blank. since, all songs with a blank entry to the album field has showed that particular album art when sync into the phone. I would like to get rid of this artwork so that whenever I sync songs with a blank entry to the album field, the music player would just show the default artwork (white space with grey disc)
 

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