Projects per year
Personal profile
Education
- 1991 PhD, Department of Electrical Engineering, National Cheng Kung University
Research Interests
- Audio-visual multimedia summarization and retrieval
- Multimedia emotion recognition
- Speech recognition
- Speech synthesis and conversion
- Spoken dialog system and language understanding
Experience
- 1983/06~1983/09 Engineer, Testing Division, GTE
- 1983/09~1985/10 Section Head of Equipment Office, China Steel Corporation
- 1997/03~1999/07 Section Chief of Operating, Computer and Network Center, National Cheng Kung University
- 1997/08~present Professor, Computer Science and Information Engineering, National Cheng Kung University
- 1999/08~2002/07 Chair, Computer Science and Information Engineering, National Cheng Kung University
- 2003/07~2003/08 Visiting Scientist, Computer Science & Artificial Intelligence Lab, Massachusetts Institute of Technology (MIT), USA.
- 2005/08~2005/09 Visiting Scientist, The Institute of Information Science(Academia Sinica)
- 2007/09~2009/8 Vice Chair, The Association for Computational Linguistics and Chinese Language Processing
- 2009/09~2011/9 Chair, The Association for Computational Linguistics and Chinese Language Processing
- 2009/09~2015/07 Vice Dean, College of Electrical Engineering and Computer Science, National Cheng Kung University
- 2009/12~2013/11, 2016/1~2017/12 Vice Chair, IEEE Tainan Section
- 2011/3~2015/7 Chair, NCKU Electrical and Information Technology, National Cheng Kung University
- 2012/12~2017/11 Executive director, IEEE Tainan Section
- 2014/09~2015/07 Chair, Multimedia system and intelligent computing, National Cheng Kung University
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Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects
- 56 Finished
Research Output
Attention-based response generation using parallel double q-learning for dialog policy decision in a conversational system
Su, M. H., Wu, C. H. & Chen, L. Y., 2020 Jan 1, In : IEEE/ACM Transactions on Audio Speech and Language Processing. 28, p. 131-143 13 p., 8883052.Research output: Contribution to journal › Article
Cell-Coupled Long Short-Term Memory with L-Skip Fusion Mechanism for Mood Disorder Detection through Elicited Audiovisual Features
Su, M. H., Wu, C. H., Huang, K. Y. & Yang, T. H., 2020 Jan, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 1, p. 124-135 12 p., 8668691.Research output: Contribution to journal › Article
Attention-based convolutional neural network and long Short-term memory for Short-term detection of mood disorders based on elicited speech responses
Huang, K. Y., Wu, C. H. & Su, M. H., 2019 Apr, In : Pattern Recognition. 88, p. 668-678 11 p.Research output: Contribution to journal › Article
4
Citations
(Scopus)
Follow-Up question generation using neural tensor network-based domain ontology population in an interview coaching system
Su, M. H., Wu, C. H. & Chang, Y., 2019 Jan 1, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2019-September, p. 4185-4189 5 p.Research output: Contribution to journal › Conference article
1
Citation
(Scopus)
Speech Emotion Recognition Using Deep Neural Network Considering Verbal and Nonverbal Speech Sounds
Huang, K. Y., Wu, C. H., Hong, Q. B., Su, M. H. & Chen, Y. H., 2019 May, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5866-5870 5 p. 8682283. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
5
Citations
(Scopus)
Thesis
A Context-Aware Chatbot Using Multi-Layer Embedding and NTN-based Pattern Matching for Elderly Care
Author: 嘉恬, 張., 2018 Apr 23Supervisor: Wu, C. (Supervisor)
Student thesis: Master's Thesis
Addressee Selection and Deep RL-based Dialog Act Selection with Speaker Embedding and Context Tracking for Multi-Party Conversational Systems
Author: 崇珂, 尹., 2018 Aug 28Supervisor: Wu, C. (Supervisor)
Student thesis: Master's Thesis
A Study on Data Fusion Strategy for Audio-Visual Emotion Recognition
Author: 仁俊, 林., 2014 Apr 28Supervisor: Wu, C. (Supervisor)
Student thesis: Doctoral Thesis
A Study on Emotion Recognition from Elicited Speech Responses for Mood Disorder Detection
Author: 琨義, 黃., 2019Supervisor: Wu, C. (Supervisor)
Student thesis: Doctoral Thesis
A Study on Multilingual and Accented Speech Recognition
Author: 涵平, 沈., 2014 Jun 16Supervisor: Wu, C. (Supervisor)
Student thesis: Doctoral Thesis