The feature vectors acquired after signal processing e.g. the Mel-scale cepstrum coefficients vectors, could be used as training some examples for training a SOM. Vectors symbolizing allophonic realizations of the similar phoneme are taken from different windows (frames) over one signal sample or from different signals, that is definitely, different realizations on this phoneme.