{"title":"Text-independent speaker identification using backpropagation MLP network classifier for a closed set of speakers","authors":"A. Sharma, S.P. Singh, V. Kumar","doi":"10.1109/ISSPIT.2005.1577176","DOIUrl":null,"url":null,"abstract":"Speaker identification is recognizing the voice of someone familiar, and matches it to speaker's name. This is done by speech signal processing and extracting relevant information. This paper documents such a speaker identification technique using a MLP (multilayer perceptron) using backpropagation learning rule for text-independent speaker recognition for a closed set of speaker whose speech content are present in the repository","PeriodicalId":421826,"journal":{"name":"Proceedings of the Fifth IEEE International Symposium on Signal Processing and Information Technology, 2005.","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2005-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"12","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Fifth IEEE International Symposium on Signal Processing and Information Technology, 2005.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISSPIT.2005.1577176","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 12
Abstract
Speaker identification is recognizing the voice of someone familiar, and matches it to speaker's name. This is done by speech signal processing and extracting relevant information. This paper documents such a speaker identification technique using a MLP (multilayer perceptron) using backpropagation learning rule for text-independent speaker recognition for a closed set of speaker whose speech content are present in the repository
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