Indonesian citizen traveling to Bermuda transit in china

Hi , do I need transit visa for this? My flight will be from Indonesia transit in Guangzhou and continu to Canada (china airlines)and bermuda (different airlines),I have canada transit visa so do I have to apply for transit visa china? Thank you in advance