Listen to Rock Me My Baby online. Rock Me My Baby is an English language song and is sung by Buddy Holly. Rock Me My Baby, from the album Rock & Roll Christmas, was released in the year 2010. The duration of the song is 1:49. Download English songs online from JioSaavn.