Listen to Rock a Bye Baby online. Rock a Bye Baby is an English language song and is sung by The Rainbow Collections. Rock a Bye Baby, from the album The Rainbow Collections Boxset, was released in the year 2010. The duration of the song is 1:42. Download English songs online from JioSaavn.