基于功率级比的手机双麦克风快速降噪算法

Jian Zhang, Risheng Xia, Zhonghua Fu, Junfeng Li, Yonghong Yan
{"title":"基于功率级比的手机双麦克风快速降噪算法","authors":"Jian Zhang, Risheng Xia, Zhonghua Fu, Junfeng Li, Yonghong Yan","doi":"10.1109/ISCSLP.2012.6423512","DOIUrl":null,"url":null,"abstract":"As an indispensable instrument in today's daily life, mobile phone that is used in diverse environments suffers from the speech quality degradation due to the presence of background noises. In this paper, we propose a novel two-microphone noise reduction system based on the power level ratio (PLR) of the observed signals. In the system, a primary microphone is placed close to the talker's mouth and an auxiliary microphone is placed away. The proposed noise reduction algorithm first calculates the ratio of the power of observed signals at the two microphones, and subsequently calculates the spectral gain function based on the power level ratio using the sigmoid function. Experimental results demonstrate that this proposed algorithm yields the much higher speech quality than the state-of-the-art noise-reduction algorithms, and more importantly involves much less computational cost which makes it feasible for mobile phone.","PeriodicalId":186099,"journal":{"name":"2012 8th International Symposium on Chinese Spoken Language Processing","volume":"39 1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"16","resultStr":"{\"title\":\"A fast two-microphone noise reduction algorithm based on power level ratio for mobile phone\",\"authors\":\"Jian Zhang, Risheng Xia, Zhonghua Fu, Junfeng Li, Yonghong Yan\",\"doi\":\"10.1109/ISCSLP.2012.6423512\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"As an indispensable instrument in today's daily life, mobile phone that is used in diverse environments suffers from the speech quality degradation due to the presence of background noises. In this paper, we propose a novel two-microphone noise reduction system based on the power level ratio (PLR) of the observed signals. In the system, a primary microphone is placed close to the talker's mouth and an auxiliary microphone is placed away. The proposed noise reduction algorithm first calculates the ratio of the power of observed signals at the two microphones, and subsequently calculates the spectral gain function based on the power level ratio using the sigmoid function. Experimental results demonstrate that this proposed algorithm yields the much higher speech quality than the state-of-the-art noise-reduction algorithms, and more importantly involves much less computational cost which makes it feasible for mobile phone.\",\"PeriodicalId\":186099,\"journal\":{\"name\":\"2012 8th International Symposium on Chinese Spoken Language Processing\",\"volume\":\"39 1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"16\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 8th International Symposium on Chinese Spoken Language Processing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISCSLP.2012.6423512\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 8th International Symposium on Chinese Spoken Language Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCSLP.2012.6423512","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 16

摘要

手机作为当今生活中不可缺少的工具,在各种环境下使用,由于背景噪声的存在,导致语音质量下降。本文提出了一种基于观测信号功率电平比(PLR)的双传声器降噪系统。在这个系统中,一个主麦克风被放置在靠近说话人嘴的地方,一个辅助麦克风被放置在远离说话人嘴的地方。本文提出的降噪算法首先计算两个传声器处观测信号的功率比,然后利用s型函数计算基于功率级比的频谱增益函数。实验结果表明,该算法比现有的降噪算法产生更高的语音质量,更重要的是计算成本更低,使其适用于移动电话。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A fast two-microphone noise reduction algorithm based on power level ratio for mobile phone
As an indispensable instrument in today's daily life, mobile phone that is used in diverse environments suffers from the speech quality degradation due to the presence of background noises. In this paper, we propose a novel two-microphone noise reduction system based on the power level ratio (PLR) of the observed signals. In the system, a primary microphone is placed close to the talker's mouth and an auxiliary microphone is placed away. The proposed noise reduction algorithm first calculates the ratio of the power of observed signals at the two microphones, and subsequently calculates the spectral gain function based on the power level ratio using the sigmoid function. Experimental results demonstrate that this proposed algorithm yields the much higher speech quality than the state-of-the-art noise-reduction algorithms, and more importantly involves much less computational cost which makes it feasible for mobile phone.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信