IEEE - Institute of Electrical and Electronics Engineers, Inc. - Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers

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

Author(s): Jui-Ting Huang ; Jinyu Li ; Dong Yu ; Li Deng ; Yifan Gong
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): 7,304 - 7,308
ISBN (Electronic): 978-1-4799-0356-6
ISSN (Paper): 1520-6149
DOI: 10.1109/ICASSP.2013.6639081
Regular:

In the deep neural network (DNN), the hidden layers can be considered as increasingly complex feature transformations and the final softmax layer as a log-linear classifier making use of the most... View More

Advertisement