I've been using Elisa music player, a kde app, for a while now. It's relatively simple to use, required no setup and the user experience is pleasant.

I use it to manage my library of a couple thousand songs in lossless formats (about 100GB worth) with no performance issues.

I get music from ripping old CDs or from Qobuz, that lets you download DRM free music after purchasing and album or a subscription