It's the exhaust, I have a 12' MT with no resonators and it cackles/pings also. If your car is running like crap, then I'd be very worried + in most cases the engine light will kick off if it's anything serious. If not have someone data log your car to look for informalities.
my car is a bad example..... its already escalated with Ford... I'm waiting