• 106 Citations
  • 5 h-Index
20042020

Research output per year

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Research Output

  • 106 Citations
  • 5 h-Index
  • 30 Conference contribution
  • 14 Article
  • 3 Conference article
  • 1 Paper
2020
2019
4 Citations (Scopus)
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 proceedingConference contribution

5 Citations (Scopus)
2018

A chatbot using LSTM-based multi-layer embedding for elderly care

Su, M. H., Wu, C. H., Huang, K. Y., Hong, Q. B. & Wang, H. M., 2018 Apr 10, Proceedings of the 2017 International Conference on Orange Technologies, ICOT 2017. Wang, L., Dong, M., Lu, Y. & Li, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 70-74 5 p. (Proceedings of the 2017 International Conference on Orange Technologies, ICOT 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Answer segmentation for question answering using latent dirichlet allocation and delta Bayesian information criterion

Su, M. H., Yang, T. H., Lin, W. H. & Wu, C. H., 2018 Feb 1, 2016 International Conference on Orange Technologies, ICOT 2016. Institute of Electrical and Electronics Engineers Inc., p. 9-12 4 p. 8278967. (2016 International Conference on Orange Technologies, ICOT 2016; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Attention-Based Dialog State Tracking for Conversational Interview Coaching

Su, M. H., Wu, C. H., Huang, K. Y. & Chen, C. K., 2018 Sep 10, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6144-6148 5 p. 8461494. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Detecting Unipolar and Bipolar Depressive Disorders from Elicited Speech Responses Using Latent Affective Structure Model

Huang, K. Y., Wu, C. H., Su, M. H. & Kuo, Y. T., 2018 Feb 8, (Accepted/In press) In : IEEE Transactions on Affective Computing.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Detection of mood disorder using modulation spectrum of facial action unit profiles

Yang, T. H., Wu, C. H., Su, M. H. & Chang, C. C., 2018 Feb 1, 2016 International Conference on Orange Technologies, ICOT 2016. Institute of Electrical and Electronics Engineers Inc., p. 5-8 4 p. 8278966. (2016 International Conference on Orange Technologies, ICOT 2016; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Exploring Macroscopic Fluctuation of Facial Expression for Mood Disorder Classification

Hong, Q. B., Wu, C. H., Su, M. H. & Huang, K. Y., 2018 Sep 21, 2018 1st Asian Conference on Affective Computing and Intelligent Interaction, ACII Asia 2018. Institute of Electrical and Electronics Engineers Inc., 8470337. (2018 1st Asian Conference on Affective Computing and Intelligent Interaction, ACII Asia 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Exploring microscopic fluctuation of facial expression for mood disorder classification

Su, M. H., Wu, C. H., Huang, K. Y., Hong, Q. B. & Wang, H. M., 2018 Apr 10, Proceedings of the 2017 International Conference on Orange Technologies, ICOT 2017. Wang, L., Dong, M., Lu, Y. & Li, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 65-69 5 p. (Proceedings of the 2017 International Conference on Orange Technologies, ICOT 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Follow-up question generation using pattern-based seq2seq with a small corpus for interview coaching

Su, M. H., Wu, C. H., Huang, K. Y., Hong, Q. B. & Huang, H. H., 2018 Jan 1, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 1006-1010 5 p.

Research output: Contribution to journalConference article

2 Citations (Scopus)

LSTM-based Text Emotion Recognition Using Semantic and Emotional Word Vectors

Su, M. H., Wu, C. H., Huang, K. Y. & Hong, Q. B., 2018 Sep 21, 2018 1st Asian Conference on Affective Computing and Intelligent Interaction, ACII Asia 2018. Institute of Electrical and Electronics Engineers Inc., 8470378. (2018 1st Asian Conference on Affective Computing and Intelligent Interaction, ACII Asia 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Mood disorder identification using deep bottleneck features of elicited speech

Huang, K. Y., Wu, C. H., Su, M. H. & Chou, C. H., 2018 Feb 5, Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1648-1652 5 p. (Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017; vol. 2018-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Personality trait perception from speech signals using multiresolution analysis and convolutional neural networks

Su, M. H., Wu, C. H., Huang, K. Y., Hong, Q. B. & Wang, H. M., 2018 Feb 5, Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1532-1536 5 p. (Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017; vol. 2018-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)
2 Citations (Scopus)

Speech emotion recognition using autoencoder bottleneck features and LSTM

Huang, K. Y., Wu, C. H., Yang, T. H., Su, M. H. & Chou, J. H., 2018 Feb 1, 2016 International Conference on Orange Technologies, ICOT 2016. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. 8278965. (2016 International Conference on Orange Technologies, ICOT 2016; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Speech emotion recognition using convolutional neural network with audio word-based embedding

Huang, K. Y., Wu, C. H., Hong, Q. B., Su, M. H. & Zeng, Y. R., 2018 Jul 2, 2018 11th International Symposium on Chinese Spoken Language Processing, ISCSLP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 265-269 5 p. 8706610. (2018 11th International Symposium on Chinese Spoken Language Processing, ISCSLP 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

Coupled HMM-based multimodal fusion for mood disorder detection through elicited audio–visual signals

Yang, T. H., Wu, C. H., Huang, K. Y. & Su, M. H., 2017 Nov 1, In : Journal of Ambient Intelligence and Humanized Computing. 8, 6, p. 895-906 12 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Detection of mood disorder using speech emotion profiles and LSTM

Yang, T. H., Wu, C. H., Huang, K. Y. & Su, M. H., 2017 May 2, Proceedings of 2016 10th International Symposium on Chinese Spoken Language Processing, ISCSLP 2016. Wang, H-M., Hou, Q., Wei, Y., Lee, T., Wei, J., Xie, L., Feng, H., Dang, J. & Dang, J. (eds.). Institute of Electrical and Electronics Engineers Inc., 7918439. (Proceedings of 2016 10th International Symposium on Chinese Spoken Language Processing, ISCSLP 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Dialog State Tracking and action selection using deep learning mechanism for interview coaching

Su, M. H., Huang, K. Y., Yang, T. H., Lai, K. J. & Wu, C. H., 2017 Mar 10, Proceedings of the 2016 International Conference on Asian Language Processing, IALP 2016. Dong, M., Wu, C-H., Lu, Y., Li, H., Tseng, Y-H., Yu, L-C. & Lee, L-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 6-9 4 p. 7875922. (Proceedings of the 2016 International Conference on Asian Language Processing, IALP 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Dialog state tracking for interview coaching using two-level LSTM

Su, M. H., Wu, C. H., Huang, K. Y., Yang, T. H. & Huang, T. C., 2017 May 2, Proceedings of 2016 10th International Symposium on Chinese Spoken Language Processing, ISCSLP 2016. Wang, H-M., Hou, Q., Wei, Y., Lee, T., Wei, J., Xie, L., Feng, H., Dang, J. & Dang, J. (eds.). Institute of Electrical and Electronics Engineers Inc., 7918438. (Proceedings of 2016 10th International Symposium on Chinese Spoken Language Processing, ISCSLP 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)
3 Citations (Scopus)

Mood detection from daily conversational speech using denoising autoencoder and LSTM

Huang, K. Y., Wu, C. H., Su, M. H. & Fu, H. C., 2017 Jun 16, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5125-5129 5 p. 7953133. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)
2016
7 Citations (Scopus)
2015

Lecture capture with real-time rearrangement of visual elements: Impact on student performance

Yu, P. T., Wang, B. Y. & Su, M-H., 2015 Dec 1, In : Journal of Computer Assisted Learning. 31, 6, p. 655-670 16 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
2014

Interlocutor personality perception based on BFI profiles and coupled HMMs in a dyadic conversation

Su, M. H., Zheng, Y. T. & Wu, C. H., 2014 Oct 24, Proceedings of the 9th International Symposium on Chinese Spoken Language Processing, ISCSLP 2014. Zheng, T. F., Li, H., Dong, M., Tao, J. & Lu, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 178-182 5 p. 6936634. (Proceedings of the 9th International Symposium on Chinese Spoken Language Processing, ISCSLP 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

Near-reality approach to improve the e-learning open courseware

Yu, P. T., Liao, Y. H. & Su, M. H., 2013 Dec 17, In : Educational Technology and Society. 16, 4, p. 242-257 16 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)
2012

A rapid auto-indexing technology for designing readable e-learning content

Yu, P. T., Liao, Y. H., Su, M. H., Cheng, P. J. & Pai, C. H., 2012, In : International Review of Research in Open and Distance Learning. 13, 5, p. 20-38 19 p.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

The new course recording method based on the teaching signature design for enhance students' learning motivation

Su, M. H., Wang, B. Y., Liao, Y. H. & Yu, P. T., 2012 Oct 26, Proceedings of 2012 International Symposium on Information Technologies in Medicine and Education, ITME 2012. p. 11-15 5 p. 6291236. (Proceedings of 2012 International Symposium on Information Technologies in Medicine and Education, ITME 2012; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Using activity tree structure to edit materials of the multi-touch eBook

Liao, Y. H., Li, H. H., Cheng, P. J., Su, M. H., Tsai, C. Y. & Yu, P. T., 2012 Jan 1, p. 441-443. 3 p.

Research output: Contribution to conferencePaper

Using e-book solution for teaching and learning on cloud bookcase

Liao, Y. H., Su, M-H., Li, H. H. & Yu, P. T., 2012 Oct 26, Proceedings of 2012 International Symposium on Information Technologies in Medicine and Education, ITME 2012. p. 412-416 5 p. 6291331. (Proceedings of 2012 International Symposium on Information Technologies in Medicine and Education, ITME 2012; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Utilizing an online group study environment to enhance student reading ability and learning effectiveness

Yu, P. T., Su, M. H., Cheng, P. J. & Liao, Y. H., 2012 Dec 1, In : Journal of Internet Technology. 13, 6, p. 981-988 8 p.

Research output: Contribution to journalArticle

2011

A directable and designable course recording system

Su, M-H. & Yu, P. T., 2011 Mar 1, In : Journal of Convergence Information Technology. 6, 3, p. 234-243 10 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

An audio instrument design for improving interactive and cooperative learning

Tsai, C. Y., Liao, Y. H., Su, M. H. & Yu, P. T., 2011 Aug 16, Hybrid Learning - 4th International Conference, ICHL 2011, Proceedings. p. 357-366 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6837 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Digital learning video indexing using scene detection

Liao, Y. H., Tsai, C. Y., Su, M-H., Li, H. H. & Yu, P. T., 2011 Aug 16, Hybrid Learning - 4th International Conference, ICHL 2011, Proceedings. p. 336-344 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6837 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Digital microscope recording system to enhance students' understanding of biological observation

Su, M. H., Liao, Y. H., Tsai, C. Y., Wang, B. Y. & Yu, P. T., 2011 Aug 16, Hybrid Learning - 4th International Conference, ICHL 2011, Proceedings. p. 306-315 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6837 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2010

Base on micro-learning to observe the children behaviors for improvement the parent-child interaction

Su, M-H., Wang, B. Y., Liao, Y. H., Liu, C. M. & Yu, P. T., 2010 Jan 1, ICSIT 2010 - International Conference on Society and Information Technologies, Proceedings. Tremante, A., Callaos, N., Baralt, J., Lesso, W. & Welsch, F. (eds.). International Institute of Informatics and Systemics, IIIS, p. 77-82 6 p. (ICSIT 2010 - International Conference on Society and Information Technologies, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Developing a mulitmedia learning model based on hands-on learning: A cognitive apprenticeship approach

Wang, B. Y., Su, M. H. & Yu, P. T., 2010 Dec 1, Hybrid Learning - Third International Conference, ICHL 2010, Proceedings. p. 259-269 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6248 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nonparametric fuzzy feature extraction for hyperspectral image classification

Yang, J. M., Yu, P. T., Kuo, B. C. & Su, M. H., 2010 Sep 1, In : International Journal of Fuzzy Systems. 12, 3, p. 208-217 10 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)
2009

Design an e-broadcasting system for students' online learning

Yu, P. T., Su, M. H., Lai, Y. S. & Su, H. H., 2009 Dec 1, Hybrid Learning and Education - Second International Conference, ICHL 2009, Proceedings. p. 101-111 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5685 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Designing an e-learning reactivate promotion for unpopular collections in academic library

Wang, B. Y., Liao, Y. H., Liu, C. M., Su, M. H. & Yu, P. T., 2009 Sep 14, Learning by Playing: Game-based Education System Design and Development - 4th International Conference on E-Learning and Games, Edutainment 2009, Proceedings. p. 536-543 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5670 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Interactive whiteboard teaching in english education based on dual code theory and bloom teaching quality

Liu, C. M., Wang, B. Y., Liao, Y. H., Su, M. H. & Yu, P. T., 2009 Sep 14, Learning by Playing: Game-based Education System Design and Development - 4th International Conference on E-Learning and Games, Edutainment 2009, Proceedings. p. 551-558 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5670 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Multi-media e-learning platform using green design with near-real approach

Liao, Y. H., Liu, C. M., Wang, B. Y., Su, M-H., Lee, X. H. & Yu, P. T., 2009 Sep 14, Learning by Playing: Game-based Education System Design and Development - 4th International Conference on E-Learning and Games, Edutainment 2009, Proceedings. p. 544-550 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5670 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2007

A user-centered framework for developing personal pet robots

Lee, W. P., Yang, T. H. & Su, M. H., 2007 Jan 1, 2007 IEEE International Conference on Robotics and Biomimetics, ROBIO. IEEE Computer Society, p. 227-232 6 p. 4522165. (2007 IEEE International Conference on Robotics and Biomimetics, ROBIO).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)
2004

A user-oriented framework for the design and implementation of pet robots

Su, M. H., Lee, W. P. & Wang, J. H., 2004 Dec 1, In : Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics. 3, p. 2936-2941 6 p.

Research output: Contribution to journalConference article

2 Citations (Scopus)

Personalizing information services on wired and wireless networks

Lee, W. P. & Su, M-H., 2004 Sep 24, Proceedings - 2004 IEEE International Conference on e-Technology, e-Commerce and e-Service, EEE 2004. Yuan, S. T. & Liu, J. (eds.). p. 263-266 4 p. (Proceedings - 2004 IEEE International Conference on e-Technology, e-Commerce and e-Service, EEE 2004).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)