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Yun-Hsuan Sung

PhD Candidate
NLP Group and Speech Lab
Electrical Engineering Department
Stanford University
Email: yhsung@stanford.edu
Advisors: Dan Jurafsky and Robert M. Gray

I'm a PhD student in the Department of Electrical Enginnering at Stanford University. I work with Prof. Dan Jurafsky and Chris Manning on automatic speech recognition in Natural Language Processing Group and Speech Lab. I am insterested in applying machine learning and statistical graphical models to speech and language processing. I came from Taiwan and got my BS degree from the Department of Electrical Engineering at National Taiwan University in 2002.

Research Interests:

Speech and Laguage Processing, Machine Learning, Graphical Models, Optimization

Education:

2006.04 ~ present PhD Candidate in Electrical Engineering
Stanford University, CA, USA
2004.09 ~ 2006.04 Master of Science in Electrical Engineering
Stanford University, CA, USA
1998.09 ~ 2002.06 Bachelor of Science in Electrical Engineering
National Taiwan University, Taipei, Taiwan

Experience:

2005.09 ~ present Research Assistant
NLP Group and Speech Lab, Stanford University, CA, USA
2007.01 ~ 2007.04 Teaching Assistant
CS224S/LING281 Speech Recognition and Synthesis, Stanford Unviersity, CA, USA
2006.06 ~ 2006.09 Summer Intern
Speech Research Group, Microsoft Research, WA, USA

Publications:

Maximum Conditional Likelihood Linear Regression and Maximum a Posteriori for Hidden Conditional Random Fields Speaker Adaptation [pdf]
Yun-Hsuan Sung, Constantinos Boulis, Dan Jurafsky
In proceedings of IEEE ICASSP 2008, Las Vegas, USA
Regularization, Adaptation, and Non-Independent Features Improve Hidden Conditional Random Fields for Phone Classification [pdf]
Yun-Hsuan Sung, Constantinos Boulis, Christopher Manning, Dan Jurafsky
In proceedings of IEEE ASRU 2007, Kyoto, Japan
Detection of Word Fragments in Mandarin Telephone Conversation [pdf]
Cheng-Tao Chu, Yun-Hsuan Sung, Zhao Yuan, and Dan Jurafsky
In proceedings of Interspeech 2006, Pittsburgh PA, USA

Upcoming Conferences:

Dec 9-13 2007 ASRU 2007, Kyoto, Japan
Mar 30-Apr 4 2008 ICASSP 2008, Las Vegas, Nevada, U.S.A.
Jun 15-20 2008 ACL 2008:HLT, Columbus, Ohio, U.S.A. (deadline Jan 10, 2008)
Sep 22-26 2008 Interspeech 2008, Brisbane, Australia (deadline Apr 7, 2008)
Apr 19-24 2009 ICASSP 2009, Taipei, Taiwan (deadline Sep 29, 2008)
Sep 6-10 2009 Interspeech 2009, Brighton, UK
Sep 26-30 2010 Interspeech 2010, Makuhari, Japan

Links:




Last updated on 26-Dec-2007