 Graham's parents are Gaelic singer Daniel ("Danny") and pianist Mary (née Beaton) Graham.He began performing in public at age seven, when he sang a Gaelic song with his father in a concert in Glendale, Nova Scotia.He began taking fiddle lessons at age ten from his maternal uncle, Kinnon Beaton, a Cape Breton fiddler.