Listen to Something In Common online. Something In Common is an English language song and is sung by Bobby Brown and Whitney Houston. Something In Common, from the album Don't Be Cruel / Bobby, was released in the year 1996. The duration of the song is 5:00. Download English songs online from JioSaavn.