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 Crooner Nostalgia, was released in the year 2015. The duration of the song is 2:13. Download English songs online from JioSaavn.