Corey was married to Fran Corey from 1941 until her death in 2011. They had two children, Margaret Corey (dead) and Richard Corey. He also has a grandson, Amadeo. He now lived in his home town of San Francisco, California until moving to Manhattan, New York for his comedic stage career.