Roberts was born in Douglas, New Brunswick in 1860, the eldest child of Emma Wetmore Bliss and Rev. George Goodridge Roberts (an Anglican priest).
Between the ages of 8 months and 14 years, Roberts was raised in the parish of Westcock, New Brunswick, near Sackville, by the Tantramar Marshes.