Analysis of Time Domain Features of Dysarthria Speech

Ashutosh Kumar Singh, Abhishek Kittur, K. Sonawane, A. Singh, S. Upadhya
{"title":"Analysis of Time Domain Features of Dysarthria Speech","authors":"Ashutosh Kumar Singh, Abhishek Kittur, K. Sonawane, A. Singh, S. Upadhya","doi":"10.1109/ICCMC48092.2020.ICCMC-00025","DOIUrl":null,"url":null,"abstract":"In general, Speech can be described as the ability to express thoughts and feelings by articulating sounds in order to communicate with the person who understand the speech and accordingly interpret their action. The types of communication disorders that affects a person’s ability to produce speech sounds due to the lack of control over motor functions and articulators are speech disorders. Many people of varying age groups suffer from speech disorders and require early treatment in order to correct them. This paper analyses the time domain features such as jitter and shimmer that are extracted from the speech samples of dysarthria and healthy people. This is done by looking for dissimilarities between the different speech features preset in the normal healthy person and the disordered one by employing steps such as pre-processing followed by feature extraction.","PeriodicalId":130581,"journal":{"name":"2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC)","volume":"8 2","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCMC48092.2020.ICCMC-00025","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

In general, Speech can be described as the ability to express thoughts and feelings by articulating sounds in order to communicate with the person who understand the speech and accordingly interpret their action. The types of communication disorders that affects a person’s ability to produce speech sounds due to the lack of control over motor functions and articulators are speech disorders. Many people of varying age groups suffer from speech disorders and require early treatment in order to correct them. This paper analyses the time domain features such as jitter and shimmer that are extracted from the speech samples of dysarthria and healthy people. This is done by looking for dissimilarities between the different speech features preset in the normal healthy person and the disordered one by employing steps such as pre-processing followed by feature extraction.
构音障碍语音的时域特征分析
一般来说,言语可以被描述为通过发出声音来表达思想和感情的能力,以便与理解言语的人进行交流,并相应地解释他们的行为。由于缺乏对运动功能和发音的控制而影响一个人发出语音的能力的交流障碍类型是语言障碍。不同年龄段的许多人都患有语言障碍,需要及早治疗以纠正。本文分析了构音障碍患者和健康人语音样本的抖动和闪烁等时域特征。这是通过采用预处理和特征提取等步骤来寻找正常健康人与障碍人预设的不同语音特征之间的差异来实现的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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