Listen to Tiny Little Baby online. Tiny Little Baby is an English language song and is sung by Cheryl L. Gleason. Tiny Little Baby, from the album Holiday & Seasonal Charmers: 29 Original Songs for Early Childhood, was released in the year 2008. The duration of the song is 1:38. Download English songs online from JioSaavn.