一个嵌入式系统的设计与实现,用于实时分析帕金森病患者的语音

J. C. Vásquez-Correa, J. Orozco-Arroyave, J. D. Arias-Londoño, J. Vargas-Bonilla, E. Noth
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引用次数: 5

摘要

帕金森病(PD)是一种神经退行性疾病,影响肌肉和肢体的协调和调节,包括那些负责言语产生的肌肉和肢体,导致声音清晰度的改变。已有研究表明,持续的语言治疗可以提高患者的沟通能力;然而,需要开发灵活的工具,能够在没有专家干预的情况下评估和指导患者的语言治疗。本文介绍了一种用于实时分析帕金森病患者语音的嵌入式系统。开发了两个平台。首先,给出了Matlab图形用户界面;其次,应用程序部署在具有音频编解码器、存储容量和高效处理单元的小型计算机中。该设备配备了一个液晶显示器,可以实时显示信息,还有一个迷你键盘,用于与用户的界面。不同的测量方法通常用于评估PD患者的语言。与目前的技术水平一致,PD患者的音高变化增加,此外,PD患者的语音记录也显示元音空间区域(VSA)的值较低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and implementation of an embedded system for real time analysis of speech from people with Parkinson's disease
Parkinsons disease (PD) is a neurodegenerative disorder that affects the coordination and regulation of muscles and limbs, including those responsible of speech production, resulting alterations in voice intelligibility. It is already demonstrated that the constant speech therapy can improve the communication skills of the patients; however, it is required the development of flexible tools able to assess and guide the speech therapy of the patients without the intervention of the experts. In this paper one embedded system for the real time analysis of speech from people with Parkinson's disease is presented. Two platforms are developed. First, a Matlab Graphical User Interface is presented; second, the application is deployed in a minicomputer that has an audio codec, storage capacity and a efficient processing unit. The device has been equipped with an LCD monitor to display the information on real time, and a mini keyboard for the interface with the user. Different measurements that are commonly used in the assessment of speech from people with PD are evaluated. In agreement with the state of the art, an increment of the pitch variation is showed for patients with PD, additionally, lower values of the vowel space area (VSA) are also shown for speech recordings uttered by people with PD.
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