Worked for me. I checked the contents of the ~/.gnome2/share/fonts/fonts.dir file and it has a single line consisting of a single 0 in it.
-- Unable to load any usable fontset https://launchpad.net/bugs/2066 -- desktop-bugs mailing list desktop-bugs@lists.ubuntu.com https://lists.ubuntu.com/mailman/listinfo/desktop-bugs