Paulo S. G. de Mattos Neto

Type-2 fuzzy GMM for text-independent speaker verification under unseen noise conditions

This paper describes a novel GMM-UBM based system that deals with the session noise variability problem. The system uses the Type-2 Fuzzy GMM framework by considering the speaker GMM parameters to be uncertain in an interval. The parameters intervals are estimated using a multicondition model traini…