Listen to What Is This Thing Called Love online. What Is This Thing Called Love is an English language song and is sung by Frank Sinatra. What Is This Thing Called Love, from the album Crooner Nostalgia, was released in the year 2015. The duration of the song is 2:30. Download English songs online from JioSaavn.