What BIOS version are you running? How did you create the USB media?
Do you get any kind of message along the way?
Obviously you did not wait "forever" to find out if that is how long it hangs, but how long DID you wait? It is not unusual for it to take a long time, especially if your BIOS is old or your installation setup is "non-standard".