If you find yourself out of cream of tartar, you can use lemon juice or white vinegar as a substitute in certain recipes. Both provide acidity similar to cream of tartar, especially when stabilizing egg whites or preventing sugar crystallization. However, be mindful of adjusting the quantities to maintain the desired balance in your recipe.