Boyce was born in Taree, New South Wales, the son of Charles Macleay Boyce, a solicitor, and his wife Ethel May (née) Thorne.
Boyce was born in Taree, New South Wales, to Charles Macleay Boyce, who worked as a lawyer, and his wife Ethel May (née) Thorne.