As porkpal suggested, it could well be Carolina Laurel Cherry (Prunus caroliniana) if they grow in that area of the country. A neighbor at our old house had a few old, mature trees and seedlings were always popping up everywhere.
~ I'm an old gal who still loves playing in the dirt!
~ Playing in the dirt is my therapy ... and I'm in therapy a lot!