Listen to Little Drummer Boy online. Little Drummer Boy is an English language song and is sung by Excepter. Little Drummer Boy, from the album Kill Rock Stars Winter Holiday Album, was released in the year 2006. The duration of the song is 7:26. Download English songs online from JioSaavn.