Do not put these shoes in the washing machine. They should be cleaned with a light brushing. If they are really dirty, use a spot removing foam, then brush the shoes. One potential option is "dry cleaning" in the dryer. Place the shoes in a dry cleaning bag, add the cleaning agent and put into the dryer cycle.