on arrival visa in Guangzhou

I have an transit in Guangzhou to travel from Canada to Bangladesh and the connecting flight is more than 16 hours. The airlines will provide hotel but not sure, would i able to go while i have Bangladeshi entry permit. So, my question is may I able to get voa with that passport or i need to apply entry permit now?