Listen to Taking a Chance on Love online. Taking a Chance on Love is an English language song and is sung by Sonny Stitt. Taking a Chance on Love, from the album The Complete Recordings: 1949-1956, was released in the year 2014. The duration of the song is 2:38. Download English songs online from JioSaavn.