I just realized that I was not using MP3, but I was using WAV as I exported them as WAV, and as I see, the metadata is appearing on those files, but isn't showing up when I put them in WMP, and only appears as the cover for Sephora Bag Plus Album. So, I think that is the issue. When I listen to the songs on a application that shows metadata, it shows the album cover.
