Do I need to turn the air purifier off to change the filters?

You do not need to turn the air purifier off when you are changing the filters.  The unit is designed to disable the fan when the filter panel/drawer is opened.  Once the filter panel/drawer is re-inserted, the unit will return to the previous state of operation.