I had a quick look in the 1851 census and there is a Martha Edwards age 1, born Oswestry, with parents Richard and Emma, sister Mary. The family are living at Willow Street, Oswestry.
The only other Martha of approximately the right age and born in Oswestry, is living in Burslem.
Let me know if you would like the full details.
Jan