AES 2017, 143rd International AES Convention, October 18-21, 2017, New York, USA
This paper describes a variation of the well-known HiLAM approach to speaker authentication which enables reliable text-dependent speaker recognition with short-duration enrollment. The modifications introduced in this system eliminate the need for an intermediate text-independent speaker model. While the simplified system is admittedly a modest modification to the original work, it delivers comparable levels of automatic speaker verification performance while requiring 97% less speaker enrollment data. Such a significant reduction in enrollment data improves usability and supports speaker authentication for smart device and Internet of Things applications.
Type:
Conference
City:
New York
Date:
2017-10-18
Department:
Digital Security
Eurecom Ref:
5323
Copyright:
Copyright AES. Personal use of this material is permitted. The definitive version of this paper was published in AES 2017, 143rd International AES Convention, October 18-21, 2017, New York, USA and is available at :
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