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Evaluation of smart devices in the IoT segment using medical healthcare technology MIMOSYS

机译:使用医疗保健技术MIMOSYS评估IoT领域中的智能设备

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Mental health problems have increased to the extent that they have now become a social problem in many mature countries. It expected that patients recognize and control their condition themselves, through daily used devices and various countermeasures, and screening techniques are also useful for the patient. We have been conducting research on a smartphone application (mind monitoring system (MIMOSYS)), that estimates health conditions such as depression and stress state from the voice of the users. Vocal analysis using speech has the benefit of being easy to implement with minimal effort. In this research, to examine the effectiveness of the estimation of mental health condition from the voice by MIMOSYS in an iOS device, the analysis results of MIMOSYS was compared and its effectiveness was examined using the sound recorded by various iPhone devices. First, a healthy person recorded their voice by reading aloud fixed phrases. The recorded sound was then reproduced from the speaker and recorded as a control using a recorder (R-26), microphone (ME-52W), and iOS device. With the recorded voice at the microphone set as the control, the recorded voice at each iOS device and the MIMOSYS analysis result were compared and examined. As a result, a high correlation with the recording result and analysis with the microphone in any iPhone device was found. This confirms the useful smooth performance of mental health condition estimation by MIMOSYS speech on an iOS device.
机译:在许多成熟国家中,心理健康问题已增加到现在已成为社会问题的程度。期望患者可以通过日常使用的设备和各种对策来识别和控制自己的病情,并且筛查技术对患者也很有用。我们一直在研究智能手机应用程序(思维监控系统(MIMOSYS)),该应用程序可以根据用户的声音估算健康状况,例如抑郁和压力状态。使用语音进行语音分析的优势在于易于实现,并且只需最少的工作量。在这项研究中,为了检验MIMOSYS在iOS设备中根据语音估计心理健康状况的有效性,比较了MIMOSYS的分析结果,并使用各种iPhone设备记录的声音检验了MIMOSYS的有效性。首先,一个健康的人通过朗读固定短语来记录他们的声音。然后,从扬声器再现录制的声音,并使用录音机(R-26),麦克风(ME-52W)和iOS设备将其录制为控件。以麦克风处的录制语音为控制,比较并检查了每个iOS设备上的录制语音和MIMOSYS分析结果。结果,发现与任何iPhone设备中的录音结果和麦克风分析具有高度相关性。这证实了在iOS设备上通过MIMOSYS语音进行心理健康状况估计的有用平稳性能。

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