Your request is pretty common. I would use Inzopa to find the right mortgage professional for your situation. Often times it might be best to refinance both of them individually or just refinance one of them. It is hard to say without seeing your exact situation.
Inzopa has vetted mortgage professionals all over the country so that you can find the right refinance specialist. Take a look here:
Good luck, Marlene!