Toasting brown rice doesn't change the cooking time significantly. The bran on the outside is what toasts and this creates flavor, but the entire rice kernel still needs to be cooked through. This takes about 40 minutes for brown rice. Toasting white rice will reduce the cooking time by 5 to 10 minutes.