Multi-tape finite-state transducer for asynchronous multi-stream pattern recognition with application to speech

@inproceedings{Shu2006MultitapeFT,
  title={Multi-tape finite-state transducer for asynchronous multi-stream pattern recognition with application to speech},
  author={Han Shu},
  year={2006}
}
In this thesis, we have focused on improving the acoustic modeling of speech recognition systems to increase the overall recognition performance. We formulate a novel multi-stream speech recognition framework using multi-tape finite-state transducers (FSTs). The multi-dimensional input labels of the multi-tape FST transitions specify the acoustic models to be used for the individual feature streams. An additional auxiliary field is used to model the degree of asynchrony among the feature… CONTINUE READING
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