A Simplified 2-Layer Text-Dependent Speaker Authentication System

Valenti G, Daniel A, Evans N. A Simplified 2-Layer Text-Dependent Speaker Authentication System. In: AES Convention 143. Audio Engineering Society; 2017. Paper 9844. Available from: https://aes.org/publications/elibrary-page/?id=19241

@inproceedings{Valenti2017_19241,
  author = {Valenti, Giacomo and Daniel, Adrien and Evans, Nicholas},
  title = {{A Simplified 2-Layer Text-Dependent Speaker Authentication System}},
  booktitle = {AES Convention 143},
  note = {Paper 9844},
  year = {2017},
  month = oct,
  publisher = {Audio Engineering Society},
  url = {https://aes.org/publications/elibrary-page/?id=19241}
}

TY  - CPAPER
TI  - A Simplified 2-Layer Text-Dependent Speaker Authentication System
AU  - Valenti, Giacomo
AU  - Daniel, Adrien
AU  - Evans, Nicholas
T2  - AES Convention 143
M1  - Paper 9844
PY  - 2017
DA  - 2017/10/06
UR  - https://aes.org/publications/elibrary-page/?id=19241
PB  - Audio Engineering Society
LA  - en
AB  - This paper describes a variation of the well-known HiLAM approach to speaker authentication that 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.
ER  -