Designing a Language Model for some Arabic Words and Letters Recognition based on the Concept of Al-QaidahALnoraniah

الموضوعات

علوم تطبيقية وتكنولوجية

الملخص

The Arabic language is one of the most popular languages due to the number of Arab people and due to its religious status, which makes non-Arabs interested in learning it. However, there are not many speech recognition systems for the Arabic language, or there is no integrated system for it. Because of its extensive vocabulary and morphology, it is more difficult to develop systems to recognize it. For some of these reasons, it uses agglutinative letters and diacritics (الحركات). The Qaidah Noraniah language model was designed to help solve some of these problems. The model was trained with a half hour of data using the CMU Sphinx program, and the model was tested by dependent and independent speakers. The model achieved good results in recognizing single letters, recognizing letters with diacritics and the ability to differentiate between different diacritics of a single letter, as well as recognizing words not used in training where they consisted of letters used in training. The model achieved a letter recognition rate of 67.17%.

روابط وملفات

الوثيقة في المستودع الخارجي عرض في AskZad

التعريف والنوع

رقم الوثيقة: 037098a4-893f-4182-b745-d834cc7cd977
رقم العقد: 0
نوع الوسائط: Crawler
نوع المحتوى: الرسائل العلمية
صيغة المصدر: رسائل ماجيستير
نوع الملف: pdf text
أسماء الملفات: 2442762_1.pdf

بيانات النشر

ترجمة العنوان: تصميم نموذج لغوي للتعرف الصوتي على بعض الكلمات والحروف العربية بناءً على مفهوم القاعدة النورانية
ألقاب المؤلفين: [{"name_ar":" Abdelrahman Ali Salih Ahmed ","title_ar":"اعداد","title_en":"Preparation"},{"name_ar":" Omer Balola Ali","title_ar":"اشراف","title_en":"Supervision"}]
اللغة: English

المصدر والدورية

اسم المصدر: Designing a Language Model for some Arabic Words and Letters Recognition based on the Concept of Al-QaidahALnoraniah

المحتوى والصفحات

عدد الصفحات: 0
كلمات الباحثين: Computer Science and Information Technology Arabic Words Letters Recognition based Concept of Al-QaidahALnoraniah

إشراف وإعداد

الإشراف: Omer Balola Ali
الإعداد: Abdelrahman Ali Salih Ahmed

الاقتباسات الببليوغرافية

APA

Abdelrahman Ali Salih Ahmed و Omer Balola Ali. (2022). Designing a Language Model for some Arabic Words and Letters Recognition based on the Concept of Al-QaidahALnoraniah. أطروحة(رسائل ماجيستير). كلية الدراسات العليا-جامعة السودان للعلوم والتكنولوجيا. السودان.

MLA

Abdelrahman Ali Salih Ahmed و Omer Balola Ali. Designing a Language Model for some Arabic Words and Letters Recognition based on the Concept of Al-QaidahALnoraniah. 2022. كلية الدراسات العليا-جامعة السودان للعلوم والتكنولوجيا، رسائل ماجيستير.