Listen to Little Drummer Boy online. Little Drummer Boy is an English language song and is sung by The Starlite Singers. Little Drummer Boy, from the album Christmas at Home: Daddy Cool's Christmas Party, was released in the year 2012. The duration of the song is 4:25. Download English songs online from JioSaavn.