Bayesian bpproach based decision in speaker verification

@inproceedings{Fredouille2001BayesianBB,
  title={Bayesian bpproach based decision in speaker verification},
  author={Corinne Fredouille and Jean-François Bonastre and T{\'e}va Merlin},
  booktitle={Odyssey},
  year={2001}
}
Considering Bayesian decision framework applied in the context of speaker verification, this paper presents a new way of handling troublesome anti-speaker model by proposing a redefinition of hypotheses involved in the classical statistical hypothesis test. This new definition of hypotheses is then implemented through a speaker independent normalization technique, named MAP approach. Besides supporting these new hypotheses, MAP approach takes the advantages of projecting likelihood scores into… CONTINUE READING

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