A faster training algorithm and genetic algorithm to recognize some of Arabic phonemes

المؤلفون المشاركون

Aziz, Sarah B.
Saddam, Siba Abd al-Wahid
Maysaa Abd al-Karim Nasir

المصدر

College of Education Journal

العدد

المجلد 2، العدد 1 (31 يناير/كانون الثاني 2012)13ص.

الناشر

جامعة ذي قار كلية التربية

تاريخ النشر

2012-01-31

دولة النشر

العراق

عدد الصفحات

13

التخصصات الرئيسية

الآداب المقارنة
تكنولوجيا المعلومات وعلم الحاسوب

الموضوعات

الملخص EN

Neural network and Genetic algorithm are used in this work to recognize some of Arabic phonemes recorded by more than person in various age.

This work implemented in two basic stage, first one include speech signal process such as segment, analyses and determined the best samples which represent the basic feature to sound signal.

The second stage contain recognize operation which done by Liebenberg-Marquardt (LM) Algorithm which is one of the faster training algorithm in the Neural network used to determine number of hidden neuron with Genetic Algorithm.

A research tool has been implemented, using the Mat lab 6.5, sound forge5 and programming language pascal7.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Aziz, Sarah B.& Saddam, Siba Abd al-Wahid& Maysaa Abd al-Karim Nasir. 2012. A faster training algorithm and genetic algorithm to recognize some of Arabic phonemes. College of Education Journal،Vol. 2, no. 1.
https://search.emarefa.net/detail/BIM-304326

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Aziz, Sarah B.…[et al.]. A faster training algorithm and genetic algorithm to recognize some of Arabic phonemes. College of Education Journal Vol. 2, no. 1 (2012).
https://search.emarefa.net/detail/BIM-304326

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Aziz, Sarah B.& Saddam, Siba Abd al-Wahid& Maysaa Abd al-Karim Nasir. A faster training algorithm and genetic algorithm to recognize some of Arabic phonemes. College of Education Journal. 2012. Vol. 2, no. 1.
https://search.emarefa.net/detail/BIM-304326

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references.

رقم السجل

BIM-304326