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Ph.D.- Ph.D., Hung-Yi Lo, "Cost-Sensitive Multi-label Classification with Applications", National Taiwan University (2013/01)
- Ph.D., Shih-Sian Cheng, "Probabilistic Model-based Clustering and Its Applications", National Chiao Tung University (2009/05)
- Ph.D., Yi-Hsiang Chao, "Discriminative Training Methods for Speaker Verification", National Chiao Tung University (2009/01)
- Ph.D., Ju-Chiang Wang, "Music Information Retrieval Based on Tags and Emotions", National Taiwan University (2013/01)
M.S.- M.S., Yin-Cheng Chen, "Performance Evaluation and Analysis of Mandarin Speech Recognition over Bluetooth Communication Environments", National Taipei University of Technology (2004/07)
- M.S., Tzan-Hwei Chen, "Exploring the Use of Confidence Measures for Mandarin Large Vocabulary Continuous Speech Recognition", National Taiwan Normal University (2006/07)
- M.S., Shih-Wei Chang, "Performance Evaluation and Improvement of Speaker Recognition under Multiple Environments", National Taipei University of Technology (2003/03)
- M.S., Yu-Chin Shih, "Subspace-based Spoken Language Recognition", National Taiwan University (2012/07)
- M.S., Chuan-Yan Chan, "Audio Cover Song Identification Based On Beat-Synchronous Timbre-Invariant Chromagram and Cross Recurrence Plot Analysis", National Taiwan University (2012/07)
Postdoctoral Fellows- Postdoctoral Fellow, Meng-Sung Wu, National Cheng Kung University (2010/02–2012/02)
- Postdoctoral Fellow, Shih-Sian Cheng, National Chiao Tung University (2009/08–2010/10)
- Postdoctoral Fellow, Chih-Yi Chiu, National Tsing Hua University (2008/01–2009/07)
- Postdoctoral Fellow, Wei-Ho Tsai, National Chiao Tung University (2003/02–2005/12)
Assistants- Assistant, I-Fan Chen, National Taiwan University (2007/12–2010/04)
- Assistant, Yi-Ting Chen, National Taiwan Normal University (2007/03–2008/02)
- Assistant, Yu-Ren Chien, National Taiwan University (2006/03–2007/05)
- Assistant, Hung-Yi Lo, National Taiwan University of Science and Technology (2005/01–2013/01)
- Assistant, Yu-Fang Wu, National Taiwan University (2003/07–2004/07)
- Assistant, Hung-Ming Yu, Chung Hua University (2003/01–2007/01)
- Assistant, Yong-Cheng Chen, National Taiwan University of Science and Technology (2002/08–2008/11)
- Assistant, Shih-Sian Cheng, National Chiao Tung University (2002/08–2009/07)
- Assistant, Yi-Hsiang Chao, National Chiao Tung University (2002/01–2009/01)
- Assistant, Mei-fang Huang, National Taiwan University (2001/07–2002/08)
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