 Gorman was born Joel Joshua Goldberg in Queens, New York, the son of Jewish parents, Ethel (née Kaplan) and Samuel Goldberg, who later changed their surname to Gorman.He attended The High School of Music & Art in Manhattan.Gorman won a Tony Award in 1972 for playing Lenny Bruce in the play "Lenny".