Source Sans Pro for font

Hi there!

How do I change my paragraph font Source Sans Pro (from Google Fonts)? I tried this code:

body * { font-family: ‘Source Sans Pro’, sans-serif!important; }

but it changed it on everything, including headlines. I’d still like all of my headlines and headline tags to stay with what I chose in the theme (Arvo).

Thanks!