Listen to The Little Drummer Boy online. The Little Drummer Boy is an English language song and is sung by Harry Simeone Chorale. The Little Drummer Boy, from the album 40 Christmas Party Songs, was released in the year 2013. The duration of the song is 3:20. Download English songs online from JioSaavn.