Bao Nguyen


The 2013 KIT Quaero speech-to-text system for French
Joshua Winebarger | Bao Nguyen | Jonas Gehring | Sebastian Stüker | Alex Waibel
Proceedings of the 10th International Workshop on Spoken Language Translation: Papers

This paper describes our Speech-to-Text (STT) system for French, which was developed as part of our efforts in the Quaero program for the 2013 evaluation. Our STT system consists of six subsystems which were created by combining multiple complementary sources of pronunciation modeling including graphemes with various feature front-ends based on deep neural networks and tonal features. Both speaker-independent and speaker adaptively trained versions of the systems were built. The resulting systems were then combined via confusion network combination and crossadaptation. Through progressive advances and system combination we reach a word error rate (WER) of 16.5% on the 2012 Quaero evaluation data.


OPINE: Extracting Product Features and Opinions from Reviews
Ana-Maria Popescu | Bao Nguyen | Oren Etzioni
Proceedings of HLT/EMNLP 2005 Interactive Demonstrations