Listen to Little Drummer Boy online. Little Drummer Boy is an English language song and is sung by Acapella. Little Drummer Boy, from the album Acapella Groups - Acapella Songs Christmas, was released in the year 2011. The duration of the song is 3:15. Download English songs online from JioSaavn.