In my opinion you can do this:
Take that loan with your aunt as a guarantor (I think banks only accept blood members of your family), (parents , aunts).
BUT also , show your parents income , as well some kind of property they may have.
This may work if you are young due you rely entirely on your family.
One friend of mine took a loan using following the steps mentioned above.