Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics

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Text Dependent Speaker Recognition Study

Authors
Hui-hong Xu
Corresponding Author
Hui-hong Xu
Available Online April 2015.
DOI
10.2991/ameii-15.2015.23How to use a DOI?
Keywords
Speaker Recognition; HMM; LBG Algorithm; Text Dependent
Abstract

The speaker recognition is a sort of biometrics according to person's sound. This paper proposed a method that extracted characteristic parameter from sound signal by LPCC and MFCC. Improving LBG algorithm, training and testing the samples by continuous left-right HMM, A speaker recognition algorithm was given. Trough experiment, the result in 4 changes continuous left-right HMM is best.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics
Series
Advances in Engineering Research
Publication Date
April 2015
ISBN
10.2991/ameii-15.2015.23
ISSN
2352-5401
DOI
10.2991/ameii-15.2015.23How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

risenwbib
TY  - CONF
AU  - Hui-hong Xu
PY  - 2015/04
DA  - 2015/04
TI  - Text Dependent Speaker Recognition Study
BT  - Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics
PB  - Atlantis Press
SP  - 136
EP  - 139
SN  - 2352-5401
UR  - https://doi.org/10.2991/ameii-15.2015.23
DO  - 10.2991/ameii-15.2015.23
ID  - Xu2015/04
ER  -