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