Predictive minimum Bayes risk classification for robust speech recognition

@inproceedings{Chien2007PredictiveMB,
  title={Predictive minimum Bayes risk classification for robust speech recognition},
  author={Jen-Tzung Chien and Koichi Shinoda and Sadaoki Furui},
  booktitle={INTERSPEECH},
  year={2007}
}
This paper presents a new Bayes classification rule towards minimizing the predictive Bayes risk for robust speech recognition. Conventionally, the plug-in maximum a posteriori (MAP) classification is constructed by adopting nonparametric loss function and deterministic model parameters. Speech recognition performance is limited due to the environmental… CONTINUE READING