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SLEEP QUALITY ASSESSMENT SYSTEM, SLEEP QUALITY MODEL CREATION PROGRAM, AND SLEEP QUALITY ASSESSMENT PROGRAM

机译:睡眠质量评估系统,睡眠质量模型创建程序和睡眠质量评估程序

摘要

Provided is a sleep quality assessment system (100) comprising: a sound recording unit (110) for recording sounds during sleep as sleep sounds; an extraction unit (120) for extracting from the sleep sounds a plurality of instances of feature information; an analysis unit (130) for computing feature vectors from the feature information; a classification unit (140) for classifying the feature vectors into a plurality of types; a probability model generation unit (150) for generating a first model reflecting a sleep sound in a first state and a second model reflecting a sleep sound in a second state by subjecting the feature vectors to a hidden Markov model-based process; a likelihood computation unit (170) for computing a first likelihood obtained by applying the feature vectors classified based on a sleep sound (210) to be assessed to the first model and a second likelihood obtained by applying the feature vectors classified based on the sleep sound (210) to be assessed to the second model; and an assessment unit (180) for assessing the quality of sleep on the basis of the computed likelihoods.
机译:提供一种睡眠质量评估系统(100),包括:声音记录单元(110),用于将睡眠期间的声音记录为睡眠声音;以及提取单元(120),用于从睡眠声音中提取多个特征信息实例;分析单元(130),用于从特征信息计算特征向量;分类单元(140),用于将特征向量分类为多种类型;概率模型生成单元(150),用于通过对特征向量进行基于隐马尔可夫模型的处理来生成反映第一状态下的睡眠声音的第一模型和反映第二状态下的睡眠声音的第二模型;似然度计算单元(170),用于计算通过将基于要评估的睡眠声音(210)分类的特征向量应用于第一模型而获得的第一似然度和通过应用基于睡眠声音分类的特征向量而获得的第二似然度。 (210)被评估为第二种模型;评估单元(180),用于基于计算出的可能性来评估睡眠质量。

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