Listen to Don't Drive Your Mama Away online. Don't Drive Your Mama Away is an English language song and is sung by Shirley Caesar. Don't Drive Your Mama Away, from the album Timeless Gospel Classics Vol. 2, was released in the year 2014. The duration of the song is 10:24. Download English songs online from JioSaavn.