{"title":"Speech Emotional Recognition Using CNN Algorithm","authors":"N. M, P. N, Priyanka, Palaniappan Sambandam","doi":"10.1109/CONECCT52877.2021.9622714","DOIUrl":null,"url":null,"abstract":"Discourse Emotional Recognition is a method of analyzing the expressions of the human and determining the actual emotion of user through tone analysis and text analysis. Text analysis uses SVM algorithm and tone analysis uses CNN algorithm. Emotion expressed through words differs from emotion expressed through the speaker's tone. This paper focuses on determining the speaker's exact emotions by analyzing both the words and the tone of talk. At the point when the two practices are utilized together, compelling outcomes are acquired. This was intended to help the association in understanding the perspective of the customer on the item dependent on the feeling acknowledgment.","PeriodicalId":164499,"journal":{"name":"2021 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","volume":"189 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CONECCT52877.2021.9622714","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Discourse Emotional Recognition is a method of analyzing the expressions of the human and determining the actual emotion of user through tone analysis and text analysis. Text analysis uses SVM algorithm and tone analysis uses CNN algorithm. Emotion expressed through words differs from emotion expressed through the speaker's tone. This paper focuses on determining the speaker's exact emotions by analyzing both the words and the tone of talk. At the point when the two practices are utilized together, compelling outcomes are acquired. This was intended to help the association in understanding the perspective of the customer on the item dependent on the feeling acknowledgment.