If we do need a visa for 8hrs how much would this cost and how do we apply?

Hello,

I will be travelling from Sydney to UK via Guangzhou airport in Decemeber. My husband holds au passport, I hold UK.

We will have a 8hr stopover on the return flight, is it possible to leave the airport to check-in to the Pullman Baiyun Airport without a visa?

Thanks,