I have a credit score of 580 can i get a loan at my bank with a co- signer who has a score of 750+?

I need a consolidation loan and am scared to death to go to my bank with my co-signer. I dont like to hear "sorry but we cant help you at this time". I dont want credit counseling. I need to get these debts paid off , I need to buy a house ..