Listen to Taking a Chance on Love online. Taking a Chance on Love is an English language song and is sung by Frank Sinatra. Taking a Chance on Love, from the album The Legend Collection: Frank Sinatra, was released in the year 2012. The duration of the song is 2:15. Download English songs online from JioSaavn.