Listen to What Is This Thing Called Love online. What Is This Thing Called Love is an English language song and is sung by Harry James and His Orchestra. What Is This Thing Called Love, from the album 22 Original Big Band Recordings, was released in the year 1987. The duration of the song is 2:08. Download English songs online from JioSaavn.