Listen to Little Drummer Boy online. Little Drummer Boy is an English language song and is sung by Rosemary Clooney. Little Drummer Boy, from the album Essential Christmas Movie Songs, was released in the year 2017. The duration of the song is 2:30. Download English songs online from JioSaavn.