14 hr stop over in Guangzhou -CAN

Hi, my brother and I +3chikdren (australian) are traveling to Paris with a 14 hour stop over. We are travelling on Australian passports, I reside in New Zealand. Do we need to have a visa as we will leave the airport?
Many thanks