Listen to Little Drummer Boy online. Little Drummer Boy is a French language song and is sung by Rosemary Clooney. Little Drummer Boy, from the album Joyeux Noël : 100 titres incontournables, was released in the year 2010. The duration of the song is 2:30. Download French songs online from JioSaavn.