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 70 Best Love Songs Ever (The Best 70 Love Songs), was released in the year 2011. The duration of the song is 2:38. Download English songs online from JioSaavn.