Harry Melching Jr. was born in Baltimore, Maryland on Alabama Avenue. He was the son of moonshiner supplying whiskey to senators and congressman in Washington, D.C. His mother, Rose Mildred Unglenk, was from New York City. Melching began acting in the second grade at St. Bernardine's Catholic school in Edmondson village.