Abstract
The paper presents the speaker recognition problem in the background of voice transmission via Internet. The Gaussian Mixture Models (GMM) classification, the voice feature extraction, the Internet speech transmission standards and the packet loss simulation methodology applied in the tested system were overviewed. Speaker identification scores obtained for the tested GMM based text-dependent system has revealed a minor significance of packet loss problem in this aspect.
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ITU-T Recommendation H.323, Packet-based multimedia systems
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© 2005 Springer-Verlag Berlin Heidelberg
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Staroniewicz, P. (2005). Speaker Recognition for VoIP Transmission Using Gaussian Mixture Models. In: Kurzyński, M., Puchała, E., Woźniak, M., żołnierek, A. (eds) Computer Recognition Systems. Advances in Soft Computing, vol 30. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-32390-2_87
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DOI: https://doi.org/10.1007/3-540-32390-2_87
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-25054-8
Online ISBN: 978-3-540-32390-7
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