+ FILE then + DIR, and browse to your MUSIC folder. Click/highlight it, and click OK. It'll take a minute or so (and the occasional lock-ups) to load that many songs. I'm over 20,000, myself.
Again, don't go in and select the individual artist or album. Just click on the top MUSIC folder (or whatever you have it called), and choose that.