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A new voice source model based on high-speed imaging and its application to voice source estimation

机译:基于高速成像的语音源模型及其在语音源估计中的应用

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There are numerous models of varying complexities which seek to efficiently represent the voice source signal. These models are typically based on data and observations which can come from air-flow masks, electroglottographs, mechanical systems, and the inverse-filtering of speech signals. The first part of this study examines observations from the high-speed imaging of the larynx and proposes a new source model, which is shown to provide a better fit for the observed data than existing models. The proposed source model is then used in an automatic source estimation application, based on methods introduced in an earlier study [1]. Results, on average, show that the proposed model provides a more accurate estimation of the source signal compared with the Liljencrants-Fant model.
机译:有许多复杂度不同的模型试图有效地表示语音源信号。这些模型通常基于数据和观察结果,这些数据和观察结果可以来自气流罩,电描线仪,机械系统以及语音信号的逆滤波。本研究的第一部分检查了喉部高速成像的观察结果,并提出了一种新的源模型,与现有模型相比,该模型显示出对所观察数据的更好拟合。然后,根据早期研究[1]中介绍的方法,将建议的源模型用于自动源估计应用程序。平均而言,结果表明,与Liljencrants-Fant模型相比,所提出的模型对源信号的估计更为准确。

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