Born in Jackson, Tennessee, United States, Big Maybelle sang gospel as a child and by her teens had switched to rhythm and blues.
Her debut solo recordings, recorded as Mabel Smith, were for King Records in 1947, when she was backed by Oran "Hot Lips" Page, but she had little initial success.