Language dependent universal phoneme posterior estimation for mixed language speech recognition

@article{Imseng2011LanguageDU,
  title={Language dependent universal phoneme posterior estimation for mixed language speech recognition},
  author={David Imseng and Herv{\'e} Bourlard and Mathew Magimai-Doss and John Dines},
  journal={2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  year={2011},
  pages={5012-5015}
}
This paper presents a new approach to estimate “universal” phoneme posterior probabilities for mixed language speech recognition. More specifically, we propose a new theoretical framework to combine phoneme class posterior probabilities in a principled way by using (statistical) evidence about the language identity. We investigate the proposed approach in a mixed language environment (Speech-Dat(II)) consisting of five European languages. Our studies show that the proposed approach can yield… CONTINUE READING
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