{"title":"Asthma, Alzheimer's and Dementia Disease Detection based on Voice Recognition using Multi-Layer Perceptron Algorithm","authors":"D. Shubhangi, A.K Pratibha","doi":"10.1109/ICSES52305.2021.9633923","DOIUrl":null,"url":null,"abstract":"The framework provides a historical, current state, and forward-looking view of the production as well as intelligent analysis of audio data from the view point of machine learning, as well as a look at some future advancements in artificial intelligence. It discusses several aspects of the voice recognition domain in medical diagnosis that appear to be crucial for using machine learning. This paper contains identification of three respiratory diseases based on changes in the voice using MLP algorithm.","PeriodicalId":6777,"journal":{"name":"2021 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES)","volume":"16 1","pages":"1-7"},"PeriodicalIF":0.0000,"publicationDate":"2021-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSES52305.2021.9633923","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
The framework provides a historical, current state, and forward-looking view of the production as well as intelligent analysis of audio data from the view point of machine learning, as well as a look at some future advancements in artificial intelligence. It discusses several aspects of the voice recognition domain in medical diagnosis that appear to be crucial for using machine learning. This paper contains identification of three respiratory diseases based on changes in the voice using MLP algorithm.
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