Transit Visa at Guangzhou

Hi, Just wondering if I will need to apply for a transit visa prior to travel if I want to go out of the airport at Guangzhou for a few hours during a 12 hour transit in China (Guangzhou) holding an Australian passport, or can I get the transit visa at the Guangzhou airport itself. Thanks, KP