Heat the oil in a large saucepan. Add the oil, onion, celery and mushrooms. Stir often. When the veggies are soft, stir in the flour.
Lower the heat and then slowly add the milk. Stir often until slightly thickened. Add salt, pepper and soy sauce to taste. Start off with just a bit of soy sauce - too much can overwhelm the soup!