Cant change font


I am sorry if i have missed something really simple but I have picked a font in the Gallery theme called Reenie Beanie and I can not get it to work.

I have selected it as the font in the customization section in the theme options but these dont seem to actually change the font.

Do I need to do something else?

Thanks in advance.