Listen to Can't We Be Friends online. Can't We Be Friends is an English language song and is sung by Dusty Springfield and Peter Miles. Can't We Be Friends, from the album The Magic of Dusty Springfield, was released in the year 2011. The duration of the song is 2:27. Download English songs online from JioSaavn.