Pitch Correlogram Clustering for Fast Speaker Identification

Gaussian mixture models (GMMs) are commonly used in text-independent speaker identification systems. However, for large speaker databases, their high computational run-time limits their use in online or real-time speaker identification situations. Two-stage identification systems, in which the datab...

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Bibliographic Details
Main Authors: Nitin Jhanwar, Ajay K. Raina
Format: Article
Language:English
Published: SpringerOpen 2004-12-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Online Access:http://dx.doi.org/10.1155/S1110865704408026