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Recognize some of Arabic phonemes by using Mamdani NeuroFuzzy Network
هيبرعلا تامينوفلا ضعب زييمت ادمم( ةببضملا ةيبصعلا ةكبشلا مادختساب )ين

Author: Saba Abdul-Wahed S. مادص دحاولا دبع ابص . م
Journal: Journal of Al-Qadisiyah for Computer Science and Mathematics مجلة القادسية لعلوم الحاسوب والرياضيات ISSN: 20740204 / 25213504 Year: 2015 Volume: 7 Issue: 1 Pages: 131-145
Publisher: Al-Qadisiyah University جامعة القادسية

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Abstract

Modified mamdani neurofuzzy network scheme has been proposed and presented in this paper to recognize some of Arabic phonemes. The number of connecting is reduced to be equal to the number of member ship function plus one. to training this network ,we used some of sound segments which contain from two or three phonemes and recorded from more than one person in different age and both sexes in the same environment by used the same recorded programming (sound forge 5.0) . The proposed technique has been testing by using different group from sound segments which recorded in the same environment and recorded program. The percentage of recognition reaches to 87% to all recorded phonemes

)ينادمم( ةببضملا ةيبصعلا ةكبشلا مدختسي يلاحلا ثحبلا ضعب زييمتل برعلا تامينوفلا هي ثيح ,يءامتنلاا ةمدختسملا ادئاز لادب دحاو نم امتنلاا لاود ددع ء عوفرم ة ددعل ةكبشلا تلاخدم ىلإ ةفاضإ .ةكبشلا بيردت نمز ليلقت , انمدختسا وا )هلع+حيحص(نيمينوف نم هنوكتملا هيتوصلا عطاقملا ضعبلاك نمو رامعلاا فلتخمب صخش نم رثكا لبق نم هلجسمو )حيحص + هلع + حيحص(تامينوف ثلاث ليجستلا جمانرب سفن مادختسابو هئيبلا سفنبو نيسنجلا sound forge 5.0 بيردتلل . رابتخا متةعومجم ىلع ةحرتقملا ةينقتلا ةفلتخم تافصاوملا سفنب هلجسمو تامينوفلا سفنل هيتوصلا عطاقملا نمزييمت ةبسن ىلع انلصح دقو ليجستلل مدختسملا جمانربلاو هئيبلاو 78 %

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