Couverture de Automatic Speaker and Speech Recognition
Titre du livre:

Automatic Speaker and Speech Recognition

For embedded systems

LAP LAMBERT Academic Publishing (03-07-2013 )

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ISBN-13:

978-3-659-33559-4

ISBN-10:
3659335592
EAN:
9783659335594
Langue du livre:
Anglais
texte du rabat:
Automatic speech recognition and speaker recognition have a lot of applications in personal identification, access control and in the new man-machine-interface paradigm. The existing applications in voice-activated embedded systems solve the problem of recognition of the spoken words only or the problem of recognition of a speaker through the words uttered only. The goal of this project, therefore, is the development of a robust algorithm for both speech recognition and speaker verification. An example of a target application of this work is speech dialing of mobile phones with a speaker verification front-end in order to effect access control. In view of the memory and computational constraints of embedded systems, the dynamic time warping algorithm is used. This project only considers isolated spoken digits. The developed algorithm is coded in C language and can be ported to firmware for Arabic numeral digit recognition with a speaker verification front end for an embedded system like mobile phones. The system produced a FAR of 13.33% and a FRR of 24.3% for a total of 70 true claims and 30 false claims. It also had a word accuracy of 96.7%.
Maison d'édition:
LAP LAMBERT Academic Publishing
Site Web:
https://www.lap-publishing.com/
de (auteur) :
Joke Badejo, Tunji Ibiyemi
Numéro de pages:
172
Publié le:
03-07-2013
Stock:
Disponible
Catégorie:
Électronique, Electrotechnique, Technologie des communications
Prix:
71.90 €
Mots-clés:
Speech recognition, Voice Dialing, Speaker Recognition, embedded system

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