Transit permit with a Colombian passport

Hello, I'm a Colombian citizent who is living now in Perth (Australia) with a Student visa. I'm planning on going to Japan on may and my flight will transit through China (Guangzhou) and the connection will take 15 hours. Do i need a transit permit?, and how much would be the fee? Thanks a lot!