{"title":"包含相位信息的二值信号相互关函数用于语音增强","authors":"Kyohei Mitani, Yosuke Sugiura, T. Shimamura","doi":"10.1109/ISPACS.2016.7824729","DOIUrl":null,"url":null,"abstract":"In this paper, adding phase information to the cross-correlation function between speech signal and its binary signal, we propose a speech enhancement method in noisy environments. Methods to connect the auto-correlation function periodically or utilize exponentiated amplitude spectrum are known as a correlation function based approach for speech enhancement. In the conventional methods, spectral square distortion occurs. In the proposed method, by using the binary signal to calculate the cross-correlation function, it is possible to mitigate the influence of spectral square distortion. Experimental results show that the proposed method effectively works especially in non-stationary noise environments.","PeriodicalId":131543,"journal":{"name":"2016 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Cross-correlation functions with binary signal involving phase information for speech enhancement\",\"authors\":\"Kyohei Mitani, Yosuke Sugiura, T. Shimamura\",\"doi\":\"10.1109/ISPACS.2016.7824729\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, adding phase information to the cross-correlation function between speech signal and its binary signal, we propose a speech enhancement method in noisy environments. Methods to connect the auto-correlation function periodically or utilize exponentiated amplitude spectrum are known as a correlation function based approach for speech enhancement. In the conventional methods, spectral square distortion occurs. In the proposed method, by using the binary signal to calculate the cross-correlation function, it is possible to mitigate the influence of spectral square distortion. Experimental results show that the proposed method effectively works especially in non-stationary noise environments.\",\"PeriodicalId\":131543,\"journal\":{\"name\":\"2016 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISPACS.2016.7824729\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISPACS.2016.7824729","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Cross-correlation functions with binary signal involving phase information for speech enhancement
In this paper, adding phase information to the cross-correlation function between speech signal and its binary signal, we propose a speech enhancement method in noisy environments. Methods to connect the auto-correlation function periodically or utilize exponentiated amplitude spectrum are known as a correlation function based approach for speech enhancement. In the conventional methods, spectral square distortion occurs. In the proposed method, by using the binary signal to calculate the cross-correlation function, it is possible to mitigate the influence of spectral square distortion. Experimental results show that the proposed method effectively works especially in non-stationary noise environments.