Yes, Cleveland Brown is voiced by a white guy.
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Fun Fact: Since he created Family Guy, it makes sense that Seth voices many of the show’s characters. Besides Peter, Stewie, Brian and Quagmire, Seth also provides the voices for Carter Pewterschmidt, Dr. Hartman, Ida, Jake Tucker, Jesus, Tom Tucker, Seamus, and more!
Fun Fact: You might recognize Alex from MADtv, but on Family Guy, the comedian voices Griffin matriarch Lois as well as Loretta Brown, Barbara Pewterschmidt, and Tricia Takanawa amongst others.