{"title":"Statistical modeling for dysphonic classification","authors":"Assia Ghelis, M. Guerti, C. Fredouille","doi":"10.1109/DTIS.2010.5487588","DOIUrl":null,"url":null,"abstract":"The objective of our work is to develop an automatic system to evaluate Arabic/French dysphonic classification by modeling speech signals using a statistical modeling based on a Gaussian Mixture Model (GMM), which is state of art in speaker recognition. Speakers were conducted at Annaba University Hospital center (CHU) in the ENT service in the presence of a group composed of 8 medical specialists. Results of the experiment show that an automatic system is able to identify dysphonic speakers with an acceptable performance either in French or in Arabic language.","PeriodicalId":423978,"journal":{"name":"5th International Conference on Design & Technology of Integrated Systems in Nanoscale Era","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"5th International Conference on Design & Technology of Integrated Systems in Nanoscale Era","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DTIS.2010.5487588","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The objective of our work is to develop an automatic system to evaluate Arabic/French dysphonic classification by modeling speech signals using a statistical modeling based on a Gaussian Mixture Model (GMM), which is state of art in speaker recognition. Speakers were conducted at Annaba University Hospital center (CHU) in the ENT service in the presence of a group composed of 8 medical specialists. Results of the experiment show that an automatic system is able to identify dysphonic speakers with an acceptable performance either in French or in Arabic language.