title: Proposal for classifying the severity of speech disorder using a fuzzy model in accordance with the implicational model of feature complexity.
abstract: The objective of this study is to create a new proposal for classifying the severity of speech disorders using a fuzzy model in accordance with a linguistic model that represents the speech acquisition of Brazilian Portuguese. The fuzzy linguistic model was run in the MATLAB software fuzzy toolbox from a set of fuzzy rules, and it encompassed three input variables: path routing, level of complexity and phoneme acquisition. The output was the Speech Disorder Severity Index, and it used the following fuzzy subsets: severe, moderate severe, mild moderate and mild. The proposal was used for 204 children with speech disorders who were monolingual speakers of Brazilian Portuguese. The fuzzy linguistic model provided the Speech Disorder Severity Index for all of the evaluated phonological systems in a fast and practical manner. It was then possible to classify the systems according to the severity of the speech disorder as severe, moderate severe, mild moderate and mild; the speech disorders could also be differentiated according to the severity index.
authors.affiliation: Department of Speech, Language and Hearing Disorders, Federal University of Santa Maria, Rio Grande do Sul, Brazil.
authors.forename: Ana Rita
authors.initials: AR
authors.lastname: Brancalioni
authors.forename: Karine Faverzani
authors.initials: KF
authors.lastname: Magnago
authors.forename: Marcia
authors.initials: M
authors.lastname: Keske-Soares
mesh_terms: D001938:Brazil; D002648:Child; D002663:Child Language; D002675:Child, Preschool; D005260:Female; D017143:Fuzzy Logic; D006801:Humans; D007804:Language Development; D008297:Male; D008954:Models, Biological; D010700:Phonetics; D012720:Severity of Illness Index; D012985:Software Design; D013060:Speech / Q000502:physiology*; D013064:Speech Disorders / Q000145:classification* / Q000503:physiopathology*