Listen to The Little Drummer Boy online. The Little Drummer Boy is an English language song and is sung by Johnny Mathis. The Little Drummer Boy, from the album The Most Beautiful Christmas Carols, was released in the year 2016. The duration of the song is 2:25. Download English songs online from JioSaavn.