The character of Foghorn Leghorn was directly inspired by the popular character of Senator Claghorn, a blustery Southern politician played by Kenny Delmar who was a regular character on The Fred Allen Show, a popular radio show of the 1940s.
A leghorn is a breed of chicken, and foghorn describes the character's loud, overbearing voice.