Listen to The Little Drummer Boy online. The Little Drummer Boy is an English language song and is sung by Rosemary Clooney. The Little Drummer Boy, from the album White Christmas, was released in the year 2011. The duration of the song is 2:31. Download English songs online from JioSaavn.