Maybe one side of the burner is blowing itself out, with unburnt gas accumulating until the flame on the other side of the burner reignites it?
Does it still pop when turned down low?
Does the faleme look normal if you lift off the pan and look whilst it's popping?
If my guess is right, try cleaning the jet with a pricker, rather than just blowing it through.