Listen to Little Drummer Boy online. Little Drummer Boy is an English language song and is sung by Barbara Shorts and New Orleans St. Jeanne d'Arc Choir. Little Drummer Boy, from the album The First Noel, was released in the year 2016. The duration of the song is 4:34. Download English songs online from JioSaavn.