Volume 90, Issue 7 | Journal of Signal Processing Systems

Journal of Signal Processing Systems

for Signal, Image, and Video Technology (formerly the Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology)

Publishing model:: Hybrid

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Volume 90, Issue 7

July 2018

Special Issue: Advances in Deep Learning for Speech Processing

Issue Editors:

Lei Xie,
Tan Lee,
Man-Wai Mak

11 articles in this issue

Guest Editorial: Advances in Deep Learning for Speech Processing
Lei Xie
Tan Lee
Man-Wai Mak
EditorialNotes 17 February 2018 Pages: 959 - 961
A Speaker-Dependent Approach to Single-Channel Joint Speech Separation and Acoustic Modeling Based on Deep Neural Networks for Robust Recognition of Multi-Talker Speech
Yan-Hui Tu
Jun Du
Chin-Hui Lee
OriginalPaper 04 October 2017 Pages: 963 - 973
Auxiliary Features from Laser-Doppler Vibrometer Sensor for Deep Neural Network Based Robust Speech Recognition
Lei Sun
Jun Du
Yong Xu
OriginalPaper 27 September 2017 Pages: 975 - 983
CTC Regularized Model Adaptation for Improving LSTM RNN Based Multi-Accent Mandarin Speech Recognition
Jiangyan Yi
Zhengqi Wen
Bin Liu
OriginalPaper 23 September 2017 Pages: 985 - 997
Improving the Decoding Efficiency of Deep Neural Network Acoustic Models by Cluster-Based Senone Selection
Jun-Hua Liu
Zhen-Hua Ling
Li-Rong Dai
OriginalPaper 27 September 2017 Pages: 999 - 1011
Lattice Based Transcription Loss for End-to-End Speech Recognition
Jian Kang
Wei-Qiang Zhang
Michael T. Johnson
OriginalPaper 30 September 2017 Pages: 1013 - 1023
Improving Deep Neural Network Based Speech Synthesis through Contextual Feature Parametrization and Multi-Task Learning
Zhengqi Wen
Kehuang Li
Jianhua Tao
OriginalPaper 02 October 2017 Pages: 1025 - 1037
Investigating Deep Neural Network Adaptation for Generating Exclamatory and Interrogative Speech in Mandarin
Yibin Zheng
Ya Li
Jianhua Tao
OriginalPaper 26 September 2017 Pages: 1039 - 1052
Unit Selection Speech Synthesis Using Frame-Sized Speech Segments and Neural Network Based Acoustic Models
Zhen-Hua Ling
Zhi-Ping Zhou
OriginalPaper 13 February 2018 Pages: 1053 - 1062
A Bidirectional LSTM Approach with Word Embeddings for Sentence Boundary Detection
Chenglin Xu
Lei Xie
Xiong Xiao
OriginalPaper 30 September 2017 Pages: 1063 - 1075
Improving Mandarin Tone Recognition Based on DNN by Combining Acoustic and Articulatory Features Using Extended Recognition Networks
Ju Lin
Wei Li
Chin-Hui Lee
OriginalPaper 08 February 2018 Pages: 1077 - 1087