Higher order statistical analysis of Turkish phones

Signal Processing and Communications Applications Conference（2014）

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摘要

In this study, histograms of Turkish phones were examined using higher order cumulants. As is known, phones constituting a language, are composed of letters as vowels and consonants. These letters can also be grouped as voiced and unvoiced phones. It is observed that unvoiced letters show a Gaussian-like distribution and result in small values of skewness and kurtosis. On the other hand, vowels and voiced consonants lead to a non-Gaussian distribution. Voiced and unvoiced phones are related with their skewness and kurtosis values. It is empirically shown that higher order cumulants are likely to be a feature in describing Turkish phones.

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关键词

Gaussian distribution,higher order statistics,natural language processing,speech recognition equipment,telephone sets,Gaussian-like distribution,Turkish phones,consonants,higher order cumulants,higher order statistical analysis,kurtosis values,language,nonGaussian distribution,skewness values,unvoiced letters,unvoiced phones,vowels

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