Yun-hsuan Sung

I am a research scientist at Google. I received my B.S from National Taiwan University in 2002 and Ph.D. from Stanford University in 2010, both in Electrical Engineering. I am interested in applying machine learning and statistical graphical models with large amount of data to speech and natural language processing.

Google Publications

Previous Publications

  •  

    Hidden Conditional Random Fields for Speech Recognition

    Yun-Hsuan Sung

    Ph.D. Thesis, Stanford University (2010)

  •  

    Hidden Conditional Random Fields for Phone Recognition

    Yun-Hsuan Sung, Dan Jurafsky

    IEEE workshop on Automatic Speech Recognition and Understanding (2009)

  •  

    Maximum Conditional Likelihood Linear Regression and Maximum a Posteriori for Hidden Conditional Random Fields Speaker Adaptation

    Yun-Hsuan Sung, Constantinos Boulis, Dan Jurafsky

    ICASSP (2008)

  •  

    Regularization, Adaptation, and Non-Independent Features Improve Hidden Conditional Random Fields for Phone Classification

    Yun-Hsuan Sung, Constantinos Boulis, Christopher Manning, Dan Jurafsky

    IEEE workshop on Automatic Speech Recognition and Understanding (2007)

  •  

    Detection of Word Fragments in Mandarin Telephone Conversation

    Cheng-Tao Chu, Yun-Hsuan Sung, Yuan Zhao, Dan Jurafsky

    Interspeech (2006)