20 Hours Layover for a Philippine passport Holder

Hi,

I would like to ask, I am a Philippine passport Holder and will be travelling to Dubai. I have a 20 hours layover in Guangzhou, do I need to secure a visa for me to be able to do a City Tour in Guangzhou?

Thanks.

Kind Regards,

Reb