IIIT-S CSSD: A Cough Speech Sounds Database

Vishwanath P. Singh, J. Rohith, Yash Mittal, V. K. Mittal
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引用次数: 5

Abstract

Paralinguistic sounds such as laughter, cry and cough etc. communicate different messages as well, apart from the linguistic content in speech. These non-verbal speech sounds may possibly communicate some emotion, gesture or physiological condition of a human being. Cough sounds mostly indicate symptoms of a disease and are used sometimes as a gesture to draw attention. Analysing cough sounds using speech signal processing methods can be useful for assisting the medical experts in ailment diagnosis, and also for making machines more intelligent and human-like. This paper describes a database collected for cough speech sounds, named as IIIT-S CSSD. The database consists of three categories, namely, ailment cough, simulated cough and normal speech. Normal speech is recorded for each speaker, as a reference. Spectrograms are used as ground truth reference for preliminary analysis. This database can be helpful in analysing further the differences in cough sounds of different categories such as dry and wet cough, involuntary and voluntary cough, ailment and simulated cough, or age-wise differences in cough sounds etc. Few signal processing methods and initial analysis results indicating the differences in characteristics of different cough sounds are also discussed.
咳嗽语音数据库
除了语言内容外,笑声、哭泣和咳嗽等副语言声音也能传达不同的信息。这些非语言的声音可能传达了人类的一些情感、手势或生理状况。咳嗽的声音大多表明疾病的症状,有时也被用作引起注意的手势。使用语音信号处理方法分析咳嗽声音可以帮助医学专家进行疾病诊断,也可以使机器更智能,更像人类。本文介绍了一个咳嗽语音数据库,命名为IIIT-S CSSD。该数据库由疾病咳嗽、模拟咳嗽和正常言语三大类组成。记录每个说话人的正常讲话,作为参考。谱图用作初步分析的真值参考。该数据库有助于进一步分析不同类型咳嗽声音的差异,如干咳和湿咳、非自愿咳嗽和自愿咳嗽、疾病咳嗽和模拟咳嗽,或咳嗽声音的年龄差异等。讨论了几种信号处理方法和初步分析结果表明不同咳嗽声特征的差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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