Listen to This Love of Mine online. This Love of Mine is an English language song and is sung by Frank Sinatra and Tommy Dorsey. This Love of Mine, from the album Shake Down the Stars, was released in the year 2012. The duration of the song is 3:42. Download English songs online from JioSaavn.