Gmusicbrowser is the music Jukebox I've choose to easily manage my collection of ~10000 titles.

Announcement : New beta version 1.1.7

gmusicbrowser 1.1.7

As usually :

yum --enablerepo=remi install gmusicbrowser
This is still a development version, but closed to stable which should be available in a few weeks.