Listen to Little Drummer Boy online. Little Drummer Boy is an English language song and is sung by Johnny Cash. Little Drummer Boy, from the album Sweethearts - Stolen Yuletide Kisses, was released in the year 2012. The duration of the song is 2:32. Download English songs online from JioSaavn.