Favourited songs and albums don't show up at all (artists do, however). I reinstalled Spotify, I logged out and in, and I've rebooted my PC, the issue is still here. Even if I favourite a new song, nothing shows up in the "Liked Songs" section. Same for favourite albums.
Favourite artists work just fine. Browser Spotify works fine, same for mobile, but the desktop app has this issue.