基于双对麦克风的Griffiths-Jim ANC对汽车环境中鲁棒语音识别的语音增强

Yongseok Cho, Hanseok Ko
{"title":"基于双对麦克风的Griffiths-Jim ANC对汽车环境中鲁棒语音识别的语音增强","authors":"Yongseok Cho, Hanseok Ko","doi":"10.1109/ISCE.2004.1375918","DOIUrl":null,"url":null,"abstract":"~ This paper presents a speech enhancement method wliiclt is to inipruve the speech recognition in car noisy enviromnents. Coiiventional single and two charinel algorirhms differ from recaynition performance accordirig to each microphone’s position (chanael). Moreover. there is an ever-iucreasing demand for safety in cars. and speech reci~ynitiun swtenrs are nowadays of”n used. i n this paper, we propose a method, hxhrid al~qorithm using the Griflths-Jim adaptive noise caricellution (ANC) based on two-paired microphones. which improved speech recognition result fiorn red~rced noise signal. The simulated experiments showed LIS that the proposed algorithm is effective in realized car environments. which is iinrelnted to channels in a car. Index Terms Adaptive noise cancellation (ANC) , GriflithsJim, Speech enhancements, Speech recognition, Spectral suhractian. I","PeriodicalId":169376,"journal":{"name":"IEEE International Symposium on Consumer Electronics, 2004","volume":"12 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2004-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Speech enhancement for robust speech recognition in car environments using Griffiths-Jim ANC based on two-paired microphones\",\"authors\":\"Yongseok Cho, Hanseok Ko\",\"doi\":\"10.1109/ISCE.2004.1375918\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"~ This paper presents a speech enhancement method wliiclt is to inipruve the speech recognition in car noisy enviromnents. Coiiventional single and two charinel algorirhms differ from recaynition performance accordirig to each microphone’s position (chanael). Moreover. there is an ever-iucreasing demand for safety in cars. and speech reci~ynitiun swtenrs are nowadays of”n used. i n this paper, we propose a method, hxhrid al~qorithm using the Griflths-Jim adaptive noise caricellution (ANC) based on two-paired microphones. which improved speech recognition result fiorn red~rced noise signal. The simulated experiments showed LIS that the proposed algorithm is effective in realized car environments. which is iinrelnted to channels in a car. Index Terms Adaptive noise cancellation (ANC) , GriflithsJim, Speech enhancements, Speech recognition, Spectral suhractian. I\",\"PeriodicalId\":169376,\"journal\":{\"name\":\"IEEE International Symposium on Consumer Electronics, 2004\",\"volume\":\"12 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2004-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE International Symposium on Consumer Electronics, 2004\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISCE.2004.1375918\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE International Symposium on Consumer Electronics, 2004","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCE.2004.1375918","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9

摘要

为了提高汽车噪声环境下的语音识别能力,本文提出了一种语音增强方法。传统的单通道和双通道识别算法会根据每个麦克风的位置(通道)而有所不同。此外。人们对汽车安全性的要求越来越高。如今,语音接收和语音识别器被广泛使用。在本文中,我们提出了一种基于双对传声器的Griflths-Jim自适应噪声刻画(ANC)的混合算法。提高了红光噪声信号下的语音识别效果。仿真实验表明,该算法在实际的汽车环境中是有效的。这与汽车的频道有关。自适应噪声消除(ANC), GriflithsJim,语音增强,语音识别,频谱提取。我
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Speech enhancement for robust speech recognition in car environments using Griffiths-Jim ANC based on two-paired microphones
~ This paper presents a speech enhancement method wliiclt is to inipruve the speech recognition in car noisy enviromnents. Coiiventional single and two charinel algorirhms differ from recaynition performance accordirig to each microphone’s position (chanael). Moreover. there is an ever-iucreasing demand for safety in cars. and speech reci~ynitiun swtenrs are nowadays of”n used. i n this paper, we propose a method, hxhrid al~qorithm using the Griflths-Jim adaptive noise caricellution (ANC) based on two-paired microphones. which improved speech recognition result fiorn red~rced noise signal. The simulated experiments showed LIS that the proposed algorithm is effective in realized car environments. which is iinrelnted to channels in a car. Index Terms Adaptive noise cancellation (ANC) , GriflithsJim, Speech enhancements, Speech recognition, Spectral suhractian. I
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