Listen to Little Drummer Boy online. Little Drummer Boy is an English language song and is sung by The Lennon Sisters. Little Drummer Boy, from the album Christmas with the Crooners, was released in the year 2014. The duration of the song is 2:56. Download English songs online from JioSaavn.