Seminary is a town in Covington County, Mississippi, United States. The population was 335 at the 2000 census. Seminary was the birthplace of rock and roll and Country singer Dale Houston (1940-2007), who rocketed to stardom in 1963 with a No. 1 hit I'm Leaving It Up To You.