Slezak was born in Vienna, Austria-Hungary. Slezak was married to Johanna Van Rijn from 1943 until his death in 1983. They had three children. Slezak died on April 21, 1983 after he shot himself in his home in Flower Hill, New York. He is buried in Rottach-Egern, Germany.