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MOOD MONITORING OF BIPOLAR DISORDER USING SPEECH ANALYSIS

机译:基于语音分析的双歧疾病的情绪监测

摘要

A system that monitors and assesses the moods of subjects with neurological disorders, like bipolar disorder, by analyzing normal conversational speech to identify speech data that is then analyzed through an automated speech data classifier. The classifier may be based on a vector, separator, hyperplane, decision boundary, or other set of rules to classify one or more mood states of a subject. The system classifier is used to assess current mood state, predicted instability, and/or a change in future mood state, in particular for subjects with bipolar disorder.
机译:一种系统,通过分析正常的对话语音以识别语音数据,然后通过自动语音数据分类器对其进行分析,从而监视和评估患有神经疾病(例如躁郁症)的受试者的情绪。分类器可以基于向量,分隔符,超平面,决策边界或其他规则集来分类对象的一个​​或多个情绪状态。系统分类器用于评估当前情绪状态,预测的不稳定性和/或未来情绪状态的变化,尤其是对于患有躁郁症的受试者。

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