Listen to Little Drummer Boy online. Little Drummer Boy is an English language song and is sung by Harry Simeone Chorale. Little Drummer Boy, from the album Rocking Around the Christmas Tree: 101 Classic Christmas Songs, was released in the year 2013. The duration of the song is 3:16. Download English songs online from JioSaavn.