• 112 Citations
  • 6 h-Index
20042020

Research output per year

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Research Output

  • 112 Citations
  • 6 h-Index
  • 30 Conference contribution
  • 14 Article
  • 3 Conference article
  • 1 Paper
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Conference contribution
2019

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

9 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

4 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)

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)

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)

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

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)

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)
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

2012

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

2011

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

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)
2004

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)