Have you tried either of these fields located within the Product Description Page?
They are enabled on an individual item and not globally.
Ship Product Individually: Product will be shipped in a separate package and additional shipping cost will be added to the order with multiple items.
Fixed Shipping Price: this setting allows you to offer an exact shipping price for individual products.