Cypriot Greek is the variety of Modern Greek that is spoken by the majority of the Cypriot populace and Greek Cypriot diaspora. It is a markedly divergent variety as it differs from Standard Modern Greek in various aspects of its lexicon phonetics, phonology, morphology, synta...
Dialect classification using vowel acoustic parameters
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Speech Communication, ISSN: 0167-6393, Vol: 92, Page: 13-22
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- Computer Science; Mathematics; Social Sciences; Arts and Humanities
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This study provides a classification model of two Modern Greek dialects, namely Athenian Greek and Cypriot Greek, using information from formant dynamics of F 1, F 2, F 3, F 4 and vowel duration. To this purpose, a large corpus of vowels from 45 speakers of Athenian Greek and Cypriot Greek was collected. The first four formant frequencies were measured at multiple time points and modelled using second degree polynomials. The measurements were employed in classification experiments, using three classifiers: Linear Discriminant Analysis, Flexible Discriminant Analysis, and C5.0. The latter outperformed the other classification models, resulting in a higher classification accuracy of the dialect. C5.0 classification shows that duration and the zeroth coefficient of F 2, F 3 and F 4 contribute more to the classification of the dialect than the other measurements; it also shows that formant dynamics are important for the classification of dialect.