{"title":"A time-varying smoothing factor for the decision-directed approach in speech enhancement","authors":"F. Ykhlef","doi":"10.1109/SM2ACD.2010.5672304","DOIUrl":null,"url":null,"abstract":"Frequency domain speech enhancement method is often defined in terms of the a priori SNR (Signal to Noise Ratio). A widely used method to determine the a priori SNR from noisy speech is the decision-directed approach. This paper presents a time-varying smoothing factor in the calculation of the decision-directed approach to improve the speech enhancement. Objective and subjective evaluation confirm superiority in noise suppression and quality of the enhanced speech.","PeriodicalId":442381,"journal":{"name":"2010 XIth International Workshop on Symbolic and Numerical Methods, Modeling and Applications to Circuit Design (SM2ACD)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 XIth International Workshop on Symbolic and Numerical Methods, Modeling and Applications to Circuit Design (SM2ACD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SM2ACD.2010.5672304","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
Frequency domain speech enhancement method is often defined in terms of the a priori SNR (Signal to Noise Ratio). A widely used method to determine the a priori SNR from noisy speech is the decision-directed approach. This paper presents a time-varying smoothing factor in the calculation of the decision-directed approach to improve the speech enhancement. Objective and subjective evaluation confirm superiority in noise suppression and quality of the enhanced speech.