Other objects of the invention are a method and apparatus which effectively recognize silence in an unknown audio input signal data, which employ grammatical syntax in the recognition process, which will respond equally well to different speakers and hence different voice characteristics, which are reliable and have an improved lower false-alarm rate, and which will operate in real time.