Security in Voice Authentication

We evaluate the security of human voice password databases from an information theoretical point of view. More specifically, we provide a theoretical estimation on the amount of entropy in human voice when processed using the conventional GMM-UBM technologies and the MFCCs as the acoustic features....

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Bibliographic Details
Main Author: Yang, Chenguang
Other Authors: Krishna K. Venkatasubramanian, Committee Member
Format: Others
Published: Digital WPI 2014
Subjects:
Online Access:https://digitalcommons.wpi.edu/etd-dissertations/79
https://digitalcommons.wpi.edu/cgi/viewcontent.cgi?article=1078&context=etd-dissertations