{"title":"语音增强中决策导向方法的时变平滑因子","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":"{\"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}","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}
A time-varying smoothing factor for the decision-directed approach in speech enhancement
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.