New Apple Music app from Microsoft Store not showing album art, playlist cover

The new Apple Music app on Windows is not showing album art, playlist covers normally.

I have seen a Reddit thread on the same issue, and other posts here on Apple Discussions.

I can confirm that my Windows username also includes non-alphabet letters. Mine contain Korean letters.

The following is a screenshot of the 'albums' tab, and 'playlist' tab. No artwork are shown.

On 'now playing' tab, albums that are not in my playlist show arts. However, the Adele album '21' which IS in my playlist fails to display the album art.

We can confirm that album artworks are well downloaded in the directory "C:\Users\<user-name>\Music\Apple Music\Apple Music Library.musiclibrary\artwork". However, it seems that it is failing to be read.