@tinlee: To change the font, you either need to upgrade to pro version where you have Font Family options or you need to use Font plugin. Try searching for Font plugin at WordPress.org. Then the css will be as below:
#site-title { font-family: "Lobster"; }
#site-description { font-family: Arial,sans-serif; }