I’ve never piloted anything beyond a RC aircraft, but if I heard the stall warning horn going off I’d push throttles to full power and the stick forward.
You might well kill yourself then, if the stall warning system were erroneous (as is most probably the case here). You put the nose down at cruise speed and you soon hit NTE speed and lose a wing. That is very hard t recover from....