Listen to Little Bo Peep online. Little Bo Peep is an English language song and is sung by The Rainbow Collections. Little Bo Peep, from the album The Rainbow Collections Boxset, was released in the year 2010. The duration of the song is 2:13. Download English songs online from JioSaavn.