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 Silent Night, was released in the year 2011. The duration of the song is 3:25. Download English songs online from JioSaavn.