Songs disappearing from playlists on Music

I'm downloading wav/mp3 song files and putting in playlists on Apple Music app on desktop -- I'm not getting these songs from Apple Music. Then they are randomly disappearing from playlists. I use these files for work where I rate the songs and it is essential for me to keep track of their rating. Why are they disappearing and how can I remedy this?