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cs.CL2018
A Survey of Recent DNN Architectures on the TIMIT Phone Recognition Task
Josef Michalek, Jan Vanek
In this survey paper, we have evaluated several recent deep neural network (DNN) architectures on a TIMIT phone recognition task. We chose the TIMIT corpus due to its popularity an…
cs.CL2018
Recurrent DNNs and its Ensembles on the TIMIT Phone Recognition Task
Jan Vanek, Josef Michalek, Josef Psutka
In this paper, we have investigated recurrent deep neural networks (DNNs) in combination with regularization techniques as dropout, zoneout, and regularization post-layer. As a ben…