Ada Shelby was born in Small Heath, Birmingham, England in 1897, the daughter of Irish immigrant worker Arthur Shelby, Sr. and a Romani mother. She was the younger sister of Arthur Shelby, Tommy Shelby, and John Shelby and the older sister of Finn Shelby.