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cs.CL2019

Towards Using Context-Dependent Symbols in CTC Without State-Tying Decision Trees

Jan Chorowski, Adrian Lancucki, Bartosz Kostka +1

Deep neural acoustic models benefit from context-dependent (CD) modeling of output symbols. We consider direct training of CTC networks with CD outputs, and identify two issues. Th…