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An Investigation of Wavelet Average Framing LPC for Noisy Speaker Identification Environment
المؤلفون المشاركون
Nöth, Elmar
Al-Hmouz, Rami
Alotaibi, Naif
Daqrouq, Khaled
Balamesh, A. S.
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-10، 10ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-06-24
دولة النشر
مصر
عدد الصفحات
10
التخصصات الرئيسية
الملخص EN
In the presented research paper, an average framing linear prediction coding (AFLPC) method for a text-independent speaker identification system is studied.
AFLPC was proposed in our previous work.
Generally, linear prediction coding (LPC) has been used in numerous speech recognition tasks.
Here, an investigative procedure was based on studying the AFLPC speaker recognition system in a noisy environment.
In the stage of feature extraction, the speaker-specific resonances of the vocal tract were extracted using the AFLPC technique.
In the phase of classification, a probabilistic neural network (PNN) and Bayesian classifier (BC) were applied for comparison.
In the performed investigation, the quality of different wavelet transforms with AFLPC techniques was compared with each other.
In addition, the capability analysis of the proposed system was examined for comparison with other systems suggested in the literature.
In response to an achieved experimental result in a noisy environment, the PNN classifier could have a better performance with the fusion of wavelets and AFLPC as a feature extraction technique termed WFALPCF.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Daqrouq, Khaled& Al-Hmouz, Rami& Balamesh, A. S.& Alotaibi, Naif& Nöth, Elmar. 2015. An Investigation of Wavelet Average Framing LPC for Noisy Speaker Identification Environment. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1074243
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Daqrouq, Khaled…[et al.]. An Investigation of Wavelet Average Framing LPC for Noisy Speaker Identification Environment. Mathematical Problems in Engineering No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1074243
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Daqrouq, Khaled& Al-Hmouz, Rami& Balamesh, A. S.& Alotaibi, Naif& Nöth, Elmar. An Investigation of Wavelet Average Framing LPC for Noisy Speaker Identification Environment. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1074243
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1074243
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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