Miller was born in Chipping Norton, Oxfordshire, England. He moved to Brooklyn, New York, United States at the age of one. His parents are Americans. His father has African-American, Jamaican, English, German, Jewish, and Cherokee background, and his mother is of Russian, French, Dutch, Syrian, and Lebanese ancestry.