Phoneme discrimination using $KS$-algebra II

Such, Ondrej, Mackovicova, Lenka

arXiv.org Machine Learning 

$KS$-algebra consists of expressions constructed with four kinds operations, the minimum, maximum, difference and additively homogeneous generalized means. Five families of $Z$-classifiers are investigated on binary classification tasks between English phonemes. It is shown that the classifiers are able to reflect well known formant characteristics of vowels, while having very small Kolmogoroff's complexity.

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