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Sleep quality assessment system, sleep quality modeling program, and sleep quality assessment program

机译:睡眠质量评估系统,睡眠质量建模程序和睡眠质量评估程序

摘要

A sound recording unit (110) that records the sound during sleep as a sleep sound, an extraction unit (120) that extracts a plurality of feature information from the sleep sound, and an analysis unit (130) that calculates a feature vector from the feature information. The classification unit (140) that classifies the feature vector into multiple types, the first model that reflects the sleep sound of the first state by processing the feature vector using the hidden Markov model, and the sleep sound of the second state are reflected. The probability model generation unit (150) that generates the second model, and the first likelihood and the second model in which the classified feature vector based on the sleep sound (210) to be determined is applied to the first model. A sleep quality determination system (100) including a likelihood calculation unit (170) for calculating the applied second likelihood and a determination unit (180) for determining the sleep quality based on the calculated likelihood.
机译:声音记录单元(110)将睡眠期间的声音记录为睡眠声音,提取单元(120)从睡眠声音中提取多个特征信息,以及分析单元(130)从所述声音中计算特征向量功能信息。将特征向量分类为多种类型的分类单元(140),反映通过使用隐马尔可夫模型处理特征向量来反映第一状态的睡眠声音的第一模型,以及第二状态的睡眠声音。生成第二模型的概率模型生成单元(150),以及将其中基于要确定的睡眠声音(210)确定的分类特征向量的第一似然性和第二模型应用于第一模型。睡眠质量确定系统(100),包括用于计算所施加的第二似然性的似然度计算单元(170)和用于基于所计算的似然度来确定睡眠质量的确定单元(180)。

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