I don't have this mobo myself, but I think the beeps are simply one for every USB device connected (i.e. nothing to do with your GPU). If you pull one of your USB devices out, you should get three beeps.
As for your problem, it does sound to me that your GPU might be toast. A good idea would be to test it in another system.