Fengpei Ge

Deep neural network based wake-up-word speech recognition with two-stage detection

This paper presents a novel far-field voice trigger algorithm utilizing DNN with the objective function of state-level minimum Bayes risk for training, customizing the decoding network to absorb the ambient noise and background speech. We adopt a two-stage classification strategy to integrate the ph…