To give yourself the best chance of getting approved:
Cut out any unnecessary living expenses.
Pay down any existing debts as much as you can.
Close any unnecessary credit facilities, or at least reduce the limit.
Next, ask your non-borrowing partner to do the same.
In this way, you give yourself a better chance of maximising your borrowing capacity should you not be able to qualify for a common debt reducer solution.