开发一种家用电器控制装置，通过语音命令来帮助老年人

2020 15th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP) Pub Date : 2020-11-18 DOI:10.1109/iSAI-NLP51646.2020.9376818

Narumol Chumuang, M. Ketcham, Sakchai Tangwannawit, Worawut Yimyam, Sansanee Hiranchan, Montean Rattanasiriwongwut, Patiyuth Pramkeaw

{"title":"开发一种家用电器控制装置，通过语音命令来帮助老年人","authors":"Narumol Chumuang, M. Ketcham, Sakchai Tangwannawit, Worawut Yimyam, Sansanee Hiranchan, Montean Rattanasiriwongwut, Patiyuth Pramkeaw","doi":"10.1109/iSAI-NLP51646.2020.9376818","DOIUrl":null,"url":null,"abstract":"The paper develops a home electrical equipment control device via voice commands for elderly assistance. This study offers a processing Natural Language Processing (NLP) to extract the text from human voice command in case of the turn on and off home’s light switch. First, to analyze and design the structure of sound from the mobile phone which has the elderly support system installed then compare the words with learned database. Secondly, to measure the accuracy of command voice with the confusion matrix model. Finally, to verify order voice between users and systems for matching controlling communication. The experiment result shows that 30 messages extracted voice command from sample group age between 55-60 years old accuracy 85 per cent and able to develop an application using voice commands for old people.","PeriodicalId":311014,"journal":{"name":"2020 15th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":"{\"title\":\"Development a home electrical equipment control device via voice commands for elderly assistance\",\"authors\":\"Narumol Chumuang, M. Ketcham, Sakchai Tangwannawit, Worawut Yimyam, Sansanee Hiranchan, Montean Rattanasiriwongwut, Patiyuth Pramkeaw\",\"doi\":\"10.1109/iSAI-NLP51646.2020.9376818\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The paper develops a home electrical equipment control device via voice commands for elderly assistance. This study offers a processing Natural Language Processing (NLP) to extract the text from human voice command in case of the turn on and off home’s light switch. First, to analyze and design the structure of sound from the mobile phone which has the elderly support system installed then compare the words with learned database. Secondly, to measure the accuracy of command voice with the confusion matrix model. Finally, to verify order voice between users and systems for matching controlling communication. The experiment result shows that 30 messages extracted voice command from sample group age between 55-60 years old accuracy 85 per cent and able to develop an application using voice commands for old people.\",\"PeriodicalId\":311014,\"journal\":{\"name\":\"2020 15th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP)\",\"volume\":\"13 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-11-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"10\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 15th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/iSAI-NLP51646.2020.9376818\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 15th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/iSAI-NLP51646.2020.9376818","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 10

摘要

本文研制了一种基于语音指令的家用电器辅助控制装置。本研究提供了一种处理自然语言处理(NLP)的方法，用于从家庭电灯开关的打开和关闭情况下的人类语音命令中提取文本。首先，对安装了老人赡养系统的手机语音结构进行分析和设计，并与所学数据库进行比对。其次，利用混淆矩阵模型对命令语音的准确率进行度量。最后验证用户与系统之间的订单语音，实现匹配控制通信。实验结果表明，从年龄在55-60岁的样本组中提取了30条语音命令，准确率达到85%，能够开发出一款老年人语音命令应用程序。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Development a home electrical equipment control device via voice commands for elderly assistance

The paper develops a home electrical equipment control device via voice commands for elderly assistance. This study offers a processing Natural Language Processing (NLP) to extract the text from human voice command in case of the turn on and off home’s light switch. First, to analyze and design the structure of sound from the mobile phone which has the elderly support system installed then compare the words with learned database. Secondly, to measure the accuracy of command voice with the confusion matrix model. Finally, to verify order voice between users and systems for matching controlling communication. The experiment result shows that 30 messages extracted voice command from sample group age between 55-60 years old accuracy 85 per cent and able to develop an application using voice commands for old people.

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

2020 15th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP)

自引率

0.00%

发文量