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Cited by 3 publications
(2 citation statements)
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“…Then, for both healthy and sick infants with enrolled diseases, a unique cry-pattern has been trained by the adaptation procedure. In our previous papers ( Farsaie Alaie and Tadj, 2012 , Alaie and Tadj, 2013 ), we showed that the BML method, compared to other learning mixture models, has the great advantage of adding new mixture components in such a way that the greatest improvement is obtained in the predefined objective function. We used this idea to present a novel adapted BML process to derive subclass models from the GMM-UBM.…”
Section: Conclusion and Further Discussionmentioning
confidence: 99%
See 1 more Smart Citation
“…Then, for both healthy and sick infants with enrolled diseases, a unique cry-pattern has been trained by the adaptation procedure. In our previous papers ( Farsaie Alaie and Tadj, 2012 , Alaie and Tadj, 2013 ), we showed that the BML method, compared to other learning mixture models, has the great advantage of adding new mixture components in such a way that the greatest improvement is obtained in the predefined objective function. We used this idea to present a novel adapted BML process to derive subclass models from the GMM-UBM.…”
Section: Conclusion and Further Discussionmentioning
confidence: 99%
“…In our previous studies ( Farsaie Alaie and Tadj, 2012 , Alaie and Tadj, 2013 ), we have introduced a working prototype to train a GMM in an incremental and recursive manner; this method is called the adapted boosting mixture learning Method (BML). The proposed method trains finite mixture models by a pool of Gaussian components.…”
Section: Introductionmentioning
confidence: 99%