Listen to Taking A Chance On Love online. Taking A Chance On Love is an English language song and is sung by Tommy Dorsey. Taking A Chance On Love, from the album Tommy Dorsey, was released in the year 2010. The duration of the song is 2:57. Download English songs online from JioSaavn.