A Neural Network
88 Citations•2010•
S. Srihari
journal unavailable
An approach to combine evidence present at the segmental and suprasegmental levels to improve the performance of the text-dependent speaker veri(cid:12)cation sys-tem is proposed.
Abstract
In this paper, we propose two neural network{based approaches, namely, One Speaker One Network and One Speaker Multiple Networks, for text-dependent speaker veri(cid:12)cation using suprasegmentalfeatures. The suprasegmental features used for this study are pitch accent and durational features. These features are extracted using properties of intonation patterns and duration. We have proposed an approach to combine evidence present at the segmental and suprasegmental levels to improve the performance of the veri(cid:12)cation sys-tem.