Listen to Little Drummer Boy online. Little Drummer Boy is an English language song and is sung by The Beverley Sisters. Little Drummer Boy, from the album 54321! - The Best Selling Hits of 1959 - 118 Classic Tracks, was released in the year 2011. The duration of the song is 3:06. Download English songs online from JioSaavn.