Listen to Melancholy Serenade online. Melancholy Serenade is an English language song and is sung by Tommy Dorsey. Melancholy Serenade, from the album Jazz Swing, Vol. 4, was released in the year 2012. The duration of the song is 2:37. Download English songs online from JioSaavn.