echowar:用于帕金森病患者语音和语言治疗的智能手表技术

Harishchandra Dubey, J. C. Goldberg, M. Abtahi, L. Mahler, K. Mankodiya
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引用次数: 67

摘要

大约90%的帕金森氏症(PD)患者由于存在与构音障碍相关的声音和语言障碍而导致功能性交流下降,其特征是音调单调(或基频)、响度降低、说话不规则、辅音不精确和语音质量变化。言语语言病理学家(slp)与PD患者一起工作,通过各种强化的临床言语治疗来提高言语清晰度。slp还规定了家庭练习,以增强治疗室以外的语言策略的泛化。尽管言语疗法被发现在改善声音响度和言语质量方面非常有效,但PD患者发现很难在诊所外遵循规定的锻炼方案,并且一旦治疗完成就很难继续锻炼。slp需要技术来监测患者在家中和在生态有效的沟通情况下练习的依从性和准确性。我们设计了一个基于智能手表的系统echowar,用于远程监控slp规定的语音和语音练习。我们对6个人进行了研究;三个PD患者和三个健康对照者将echowar技术与语音实验室获得的高质量音频设备进行比较,以评估其性能。我们的初步分析显示,在PD患者的语言治疗中使用echowar有很好的效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
EchoWear: smartwatch technology for voice and speech treatments of patients with Parkinson's disease
About 90 percent of people with Parkinson's disease (PD) experience decreased functional communication due to the presence of voice and speech disorders associated with dysarthria that can be characterized by monotony of pitch (or fundamental frequency), reduced loudness, irregular rate of speech, imprecise consonants, and changes in voice quality. Speech-language pathologists (SLPs) work with patients with PD to improve speech intelligibility using various intensive in-clinic speech treatments. SLPs also prescribe home exercises to enhance generalization of speech strategies outside of the treatment room. Even though speech therapies are found to be highly effective in improving vocal loudness and speech quality, patients with PD find it difficult to follow the prescribed exercise regimes outside the clinic and to continue exercises once the treatment is completed. SLPs need techniques to monitor compliance and accuracy of their patients' exercises at home and in ecologically valid communication situations. We have designed EchoWear, a smartwatch-based system, to remotely monitor speech and voice exercises as prescribed by SLPs. We conducted a study of 6 individuals; three with PD and three healthy controls. To assess the performance of EchoWear technology compared with high-quality audio equipment obtained in a speech laboratory. Our preliminary analysis shows promising outcomes for using EchoWear in speech therapies for people with PD.
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