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Method for improving acoustic model, computer for improving acoustic model and computer program thereof

机译:改善声学模型的方法,改善声学模型的计算机及其计算机程序

摘要

Embodiments include methods and systems for improving an acoustic model. Aspects include acquiring a first standard deviation value by calculating standard deviation of a feature from first training data and acquiring a second standard deviation value by calculating standard deviation of a feature from second training data acquired in a different environment from an environment of the first training data. Aspects also include creating a feature adapted to an environment where the first training data is recorded, by multiplying the feature acquired from the second training data by a ratio obtained by dividing the first standard deviation value by the second standard deviation value. Aspects further include reconstructing an acoustic model constructed using training data acquired in the same environment as the environment of the first training data using the feature adapted to the environment where the first training data is recorded.
机译:实施例包括用于改善声学模型的方法和系统。方面包括通过从第一训练数据中计算特征的标准偏差来获取第一标准偏差值,以及通过从在与第一训练数据的环境不同的环境中获取的第二训练数据中计算特征的标准偏差来获得第二标准偏差值。 。方面还包括通过将从第二训练数据获取的特征乘以通过将第一标准偏差值除以第二标准偏差值而获得的比率,来创建适于记录第一训练数据的环境的特征。方面还包括使用适合于记录有第一训练数据的环境的特征,重建使用在与第一训练数据的环境相同的环境中获取的训练数据构造的声学模型。

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