Listen to Rock Me, Mama online. Rock Me, Mama is an English language song and is sung by Art Tatum. Rock Me, Mama, from the album Jazz Heritage: Art Tatum, was released in the year 2013. The duration of the song is 2:58. Download English songs online from JioSaavn.