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A Deep Neural Network Based Glottal Flow Model for Predicting Fluid-Structure Interactions during Voice Production

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This paper proposes a machine-learning based reduced-order model that can provide fast and accurate prediction of the glottal flow during voice production. The model is based on the Bernoulli equation with a viscous loss term predicted by a deep neural network... ...