You can, but you would need to make some adjustments. Self-rising flour is just all-purpose flour with baking powder and salt already added to it, but the quantities aren't exact. This recipe uses a lot of baking powder, and you would need to add more to the self-rising flour anyway to get the biscuits to rise enough, so I just use regular all-purpose flour.