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This paper introduces a new back-end classifier for a speech recognition system that is based on artificial life (ALife). The ALife species being used for classification purposes are called wains, which were developed using the Créatúr framework. The speech recognition task used in the evaluation of the new classifier is that of isolated digit recognition. Performance of the proposed back-end classifier...
After years of research activity, the machine recognition performance of speech still does not match human performance. As speech recognition is a pattern recognition problem, classification is an important part of any speech recognition system. This paper, briefly reviews a number of classification methods that have been used in automatic speech recognition systems and proposes a new back-end classifier...
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