IEEE - Institute of Electrical and Electronics Engineers, Inc. - Multilingual training of deep neural networks

ICASSP 2013 - IEEE International Conference on Acoustics, Speech and Signal Processing

Author(s): Arnab Ghoshal ; Pawel Swietojanski ; Steve Renals
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2013
Conference Location: Vancouver, BC, Canada
Conference Date: 26 May 2013
Page(s): 7,319 - 7,323
ISBN (Electronic): 978-1-4799-0356-6
ISSN (Paper): 1520-6149
DOI: 10.1109/ICASSP.2013.6639084
Regular:

We investigate multilingual modeling in the context of a deep neural network (DNN) - hidden Markov model (HMM) hybrid, where the DNN outputs are used as the HMM state likelihoods. By viewing... View More

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