Projects per year
Personal profile
Research Interests
Machine Learning, Deep Learning, Nature Language Processing, Computer Vision
Experience
1997/8~2012/7 Professor, Department of Computer Science and Information Engineering, National Cheng Kung University
1998/7~1998/9 Visiting Research Fellow, Speech Technology Laboratory, USA Panasonic Technologies, Inc.
2002/7~2002/9 Visiting Research Fellow, Furui Lab, Tokyo Institute of Technology
2006/7~2007/2 Visiting Professor, Electrical Engineering , Georgia Institute of Technology
2008/7~2008/8 Visiting Research Fellow, Speech Group, Microsoft Research Asia
2010/1~2010/7 Visiting Research Fellow, Speech Recognition Group, IBM T. J. Watson Research Center
2012/8~current Professor, Department of Electrial and Computer Engineering, National Chiao Tung University
2013/8~current Adjunctive Professor, Department of Computer Science, National Chiao Tung University
2015/8~2017/1 Vice Dean, College of Electrial and Computer Engineering, National Chiao Tung University
2017/10~2019/9 Chairman, Board of Directors, The Association for Computational Linguistics and Chinese Language Processing
2019/8~current Principal Investigator, Higher Education SPROUT Project, National Chiao Tung University
2015/5~current Chair Professor, National Chiao Tung University
Education/Academic qualification
PhD, National Tsing Hua University
External positions
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Network
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Projects
Deep Learning Theories and Applications
1/01/20 → 31/12/20
Project: Government Ministry › Ministry of Science and Technology
Deep Learning Theories and Applications
1/01/19 → 31/12/19
Project: Government Ministry › Ministry of Science and Technology
Deep Learning Theories and Applications
1/01/18 → 31/12/18
Project: Government Ministry › Ministry of Science and Technology
Deep machine learning based on tensor factorized neural networks
1/08/17 → 31/12/17
Project: Government Ministry › Ministry of Science and Technology
Deep Learning for Speech and Language Processing
1/08/17 → 31/12/17
Project: Government Ministry › Ministry of Science and Technology
Research Output
Bayesian learning for neural network compression
Chien, J. T. & Chang, S. T., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020. Institute of Electrical and Electronics Engineers Inc., 9105998. (2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Deep Bayesian data mining
Chien, J. T., 20 Jan 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 865-868 4 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
Guest Editorial: Modern Speech Processing and Learning
Chien, J. T. & Mak, M. W., 1 Aug 2020, In : Journal of Signal Processing Systems. 92, 8, p. 775-776 2 p.Research output: Contribution to journal › Editorial
Information Maximized Variational Domain Adversarial Learning for Speaker Verification
Tu, Y., Mak, M. W. & Chien, J. T., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6449-6453 5 p. 9053735. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
M-ARY quantized neural networks
Chien, J. T. & Chang, S. T., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo, ICME 2020. IEEE Computer Society, 9102751. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2020-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Prizes
AAPM Farrington Daniels Award
Huan Hsin Tseng (Recipient), Yi Luo (Recipient), Sunan Cui (Recipient), Chien, Jen-Tzung (Recipient), Randall K. Ten Haken (Recipient) & Issam El Naqa (Recipient), 2018
Prize: Honorary award
Best Paper Award, IEEE Automatic Speech Recognition and Understanding (ASRU) Workshop
Chien, Jen-Tzung (Recipient), 2011
Prize: Honorary award
Distinguished Lecturer, Asia Pacific Signal and Information Processing Association
Chien, Jen-Tzung (Recipient), 2012
Prize: Honorary award
Distinguished scholar research project Award, National Science Council
Chien, Jen-Tzung (Recipient), 2008
Prize: Honorary award
Distinguished Teaching Award, ECE College, National Chiao Tung University
Chien, Jen-Tzung (Recipient), 2019
Prize: Honorary award
Activities
AAAI Conference on Artificial Intelligence (AAAI), Tutorial Speaker
Jen-Tzung Chien (Speaker)
2019
Activity: Talk or presentation › Invited talk
International Joint Conference on Artificial Intelligence (IJCAI), Tutorial Speaker
Jen-Tzung Chien (Speaker)
2019 → …
Activity: Talk or presentation › Invited talk
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Tutorial Speaker
Jen-Tzung Chien (Speaker)
2019 → …
Activity: Talk or presentation › Invited talk
Journal of Signal Processing Systems (Journal)
Jen-Tzung Chien (Member of editorial board)
1 May 2019 → …
Activity: Publication peer-review and editorial work › Editorial work
Annual Meeting of the Association for Computational Linguistics (ACL), Tutorial Speaker
Jen-Tzung Chien (Speaker)
2019 → …
Activity: Talk or presentation › Invited talk