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 Sinatra 100 HiFi Hits, was released in the year 2012. The duration of the song is 2:09. Download English songs online from JioSaavn.