I'm pretty sure someone who owns the domain will need to contact where they registered the domain (godaddy) and cancel the account before you can transfer the domain.  Since we don't know who owns the account that could be a problem.

Look at this:

http://help.godaddy.com/article/3560

It is possible to set up a new domain though.