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Speech dereverberation based on integrated deep and ensemble learning algorithm
Reverberation, which is generally caused by sound reflections from walls, ceilings, and
floors, can result in severe performance degradation of acoustic applications. Due to a …
floors, can result in severe performance degradation of acoustic applications. Due to a …
[PDF][PDF] Ensemble speaker modeling using speaker adaptive training deep neural network for speaker adaptation.
In this paper, we introduce an ensemble speaker modeling using a speaker adaptive
training (SAT) deep neural network (SAT-DNN). We first train a speaker-independent DNN …
training (SAT) deep neural network (SAT-DNN). We first train a speaker-independent DNN …
Speech enhancement via ensemble modeling NMF adaptation
Nonnegative matrix factorization (NMF)-based speech enhancement algorithm has been
proven to provide satisfactory performance when the prior information about speaker and …
proven to provide satisfactory performance when the prior information about speaker and …