Lingxiang Xia, Z. Cheng, Changhong Gong, Xiang Zou
{"title":"A Voice Activity Detection Method Based on TEE","authors":"Lingxiang Xia, Z. Cheng, Changhong Gong, Xiang Zou","doi":"10.1145/3495018.3495154","DOIUrl":null,"url":null,"abstract":"To solve the problem of low accuracy of voice activity detection under low SNR, this paper proposes a voice activity detection method based on TEE. Firstly, TEE feature parameter is proposed and used for speech feature extraction; then, the superiority and real-time performance of TEE algorithm are verified theoretically; Finally, TEE is combined with the double threshod method based on FCMC and BIC for the voice activity detection. The experiment proves that the voice activity detection method has high accuracy.","PeriodicalId":6873,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture","volume":"25 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3495018.3495154","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
To solve the problem of low accuracy of voice activity detection under low SNR, this paper proposes a voice activity detection method based on TEE. Firstly, TEE feature parameter is proposed and used for speech feature extraction; then, the superiority and real-time performance of TEE algorithm are verified theoretically; Finally, TEE is combined with the double threshod method based on FCMC and BIC for the voice activity detection. The experiment proves that the voice activity detection method has high accuracy.