If you plan on filing a joint tax return that year, you can include your spouse on your personal income tax extension. Note that you will need to provide your spouse’s Social Security Number to get a joint extension. On the other hand, if you plan on filing your taxes separately, you and your spouse should submit two separate tax extension applications.