1. A signal processing method for detecting a presence of a desired signal component from an input signal having more than one signal component, said method comprising the steps of: a) applying a windowing function to the input signal to generate a plurality of frames; b) selecting at least one feature for processing said plurality of frames; and c) detecting the presence of the desired signal component in said frames in accordance with said selected feature by categorizing said frames using a probabilistic description.