Listen to Sleep Baby Sleep online. Sleep Baby Sleep is an English language song and is sung by Classical Lullabies. Sleep Baby Sleep, from the album Bedtime Bach: Classical Lullabies for Babies, was released in the year 2011. The duration of the song is 1:52. Download English songs online from JioSaavn.