From the carb sounds I heard, it does sound like a stuck or sticky valve. The carb can only get throaty sounds like that if an intake valve is partially open, maybe stuck, or even more probably a small piece of carbon stuck between the valve and seat. Being a twin cylinder one cylinder can keep the engine running, and almost sound right, but the machine will have almost no power. I have seen this kind of situation when a valve seat moved because the engine overheated because the air screen on the flywheel was covered over with either chaff or ice snow mix.