Browsing by Author "Karunarathne, B"

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  • Enhanced feature aggregation for deep neural network based speaker embedding 
    Thevagumaran, R; Sivaneswaran, T; Karunarathne, B [Conference-Full-text]
    This paper proposes a new feature aggregation mechanism for deep neural network based speaker embedding for text-independent speaker verification. In speaker verification models, frame-level features are fed into the pooling ...
  • Enhanced time delay neural network architectures for sinhala speech recognition 
    Warusawithana, D; Kulaweera, N; Weerasinghe, L; Karunarathne, B [Conference-Full-text]
    Automatic Speech Recognition (ASR) has become a fast-growing research domain due to advancements in Machine Learning. In addition to the development of large training corpora, the introduction of novel architectures for ...