Listen to Peek-A-Boo Song online. Peek-A-Boo Song is an English language song and is sung by Little Baby Bum Nursery Rhyme Friends. Peek-A-Boo Song, from the album Nursery Rhymes & Children's Songs, Vol. 9 (Sing & Learn with LittleBabyBum), was released in the year 2018. The duration of the song is 1:21. Download English songs online from JioSaavn.