what is name this Common song?

Some years back I remember seeing a cute video with Common where he is looking up and singing to a woman who is standing on a balcony. She is showing her queue cards of the words that he is singing and the last queue card asks "Will You Marry Me?" And in the end you see that the woman he is singing to is deaf. What is the name of that song and where can I find that video? Thanks.