Tobin was born in New York City on November 29, 1899. Her father, Thomas Tobin, a bank clerk who later became a racetrack bookmaker, was born in Nova Scotia, Canada and her mother, Genevieve, was born in Washington, DC. She had a sister Vivian and a brother George.