基于头部定向-估计-集成的智能座椅语音识别

A. Sasou
{"title":"基于头部定向-估计-集成的智能座椅语音识别","authors":"A. Sasou","doi":"10.1109/ISUC.2008.44","DOIUrl":null,"url":null,"abstract":"In this paper, we propose an acoustic-based head orientation estimation method using a microphone array mounted on a chair, and also propose a novel strategy for how to integrate the head orientation estimation with a speech recognition system for improving noise robustness. We apply the proposed system to voice-driven control of home electronics. In the proposed system, the user can indicate a target by facing it. This interface is more intuitive than indicating the target by uttering the target's name. From the experimental results, we can confirm that the proposed head orientation estimation is very stable and reliable irrespective of the mixed noise levels, and the integration of the head orientation estimation with the speech recognition makes the system more robust to noises.","PeriodicalId":339811,"journal":{"name":"2008 Second International Symposium on Universal Communication","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Head-Orientation-Estimation-Integrated Speech Recognition for the Smart-Chair\",\"authors\":\"A. Sasou\",\"doi\":\"10.1109/ISUC.2008.44\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we propose an acoustic-based head orientation estimation method using a microphone array mounted on a chair, and also propose a novel strategy for how to integrate the head orientation estimation with a speech recognition system for improving noise robustness. We apply the proposed system to voice-driven control of home electronics. In the proposed system, the user can indicate a target by facing it. This interface is more intuitive than indicating the target by uttering the target's name. From the experimental results, we can confirm that the proposed head orientation estimation is very stable and reliable irrespective of the mixed noise levels, and the integration of the head orientation estimation with the speech recognition makes the system more robust to noises.\",\"PeriodicalId\":339811,\"journal\":{\"name\":\"2008 Second International Symposium on Universal Communication\",\"volume\":\"8 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2008-12-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2008 Second International Symposium on Universal Communication\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISUC.2008.44\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 Second International Symposium on Universal Communication","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISUC.2008.44","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

摘要

本文提出了一种基于声学的头部方向估计方法,该方法使用安装在椅子上的麦克风阵列,并提出了一种将头部方向估计与语音识别系统相结合的新策略,以提高噪声的鲁棒性。我们将所提出的系统应用于家用电器的语音控制。在提出的系统中,用户可以通过面对目标来指示目标。这个界面比通过说出目标的名字来指示目标更直观。实验结果表明,无论混合噪声水平如何,所提出的头部方向估计都是稳定可靠的,并且将头部方向估计与语音识别相结合,使系统对噪声具有更强的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Head-Orientation-Estimation-Integrated Speech Recognition for the Smart-Chair
In this paper, we propose an acoustic-based head orientation estimation method using a microphone array mounted on a chair, and also propose a novel strategy for how to integrate the head orientation estimation with a speech recognition system for improving noise robustness. We apply the proposed system to voice-driven control of home electronics. In the proposed system, the user can indicate a target by facing it. This interface is more intuitive than indicating the target by uttering the target's name. From the experimental results, we can confirm that the proposed head orientation estimation is very stable and reliable irrespective of the mixed noise levels, and the integration of the head orientation estimation with the speech recognition makes the system more robust to noises.
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