TY - JOUR
T1 - The NNI Vietnamese speech recognition system for MediaEval 2016
AU - Wang, Lei
AU - Ni, Chongjia
AU - Leung, Cheung Chi
AU - You, Changhuai
AU - Xie, Lei
AU - Xu, Haihua
AU - Xiao, Xiong
AU - Nwe, Tin Lay
AU - Chng, Eng Siong
AU - Ma, Bin
AU - Li, Haizhou
PY - 2016
Y1 - 2016
N2 - This paper provides an overall description of the Vietnamese speech recognition system developed by the joint team for MediaEval 2016. The submitted system consisted of 3 sub-systems, and adopted different deep neural network-based techniques such as fMLLR transformed bottleneck features, sequence training, etc. Besides the acoustic modeling techniques, speech data augmentation was also examined to develop a more robust acoustic model. The I2R team collected a number of text resources from the Internet and made them available to other participants in the task. The web text crawled from the Internet was used to train a 5-gram language model. The submitted system obtained the token error rate (TER) of 15.1, 23.0 and 50.5 on Devel local set, Devel set and Test set, respectively.
AB - This paper provides an overall description of the Vietnamese speech recognition system developed by the joint team for MediaEval 2016. The submitted system consisted of 3 sub-systems, and adopted different deep neural network-based techniques such as fMLLR transformed bottleneck features, sequence training, etc. Besides the acoustic modeling techniques, speech data augmentation was also examined to develop a more robust acoustic model. The I2R team collected a number of text resources from the Internet and made them available to other participants in the task. The web text crawled from the Internet was used to train a 5-gram language model. The submitted system obtained the token error rate (TER) of 15.1, 23.0 and 50.5 on Devel local set, Devel set and Test set, respectively.
UR - http://www.scopus.com/inward/record.url?scp=85006320091&partnerID=8YFLogxK
M3 - 会议文章
AN - SCOPUS:85006320091
SN - 1613-0073
VL - 1739
JO - CEUR Workshop Proceedings
JF - CEUR Workshop Proceedings
T2 - 2016 Multimedia Benchmark Workshop, MediaEval 2016
Y2 - 20 October 2016 through 21 October 2016
ER -