A general rule of thumb is the person paying the expense gets to take the deduction. In your situation, each of you can only claim the interest that you actually paid.--When you pool the money you can use other person's money to pay for utilities, food, entertainment, etc, so even when it is a joint account and money is co-mingled, you can legally say that your money used 100% for the mortgage.
