Listen to What Is This Thing Called Love online. What Is This Thing Called Love is an English language song and is sung by Lena Horne. What Is This Thing Called Love, from the album Greatest Classics: Dinah Shore, Doris Day, Lena Horne, was released in the year 2014. The duration of the song is 2:42. Download English songs online from JioSaavn.