کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6893264 700060 2016 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Building CMU Sphinx language model for the Holy Quran using simplified Arabic phonemes
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Building CMU Sphinx language model for the Holy Quran using simplified Arabic phonemes
چکیده انگلیسی
This paper investigates the use of a simplified set of Arabic phonemes in an Arabic Speech Recognition system applied to Holy Quran. The CMU Sphinx 4 was used to train and evaluate a language model for the Hafs narration of the Holy Quran. The building of the language model was done using a simplified list of Arabic phonemes instead of the mainly used Romanized set in order to simplify the process of generating the language model. The experiments resulted in very low Word Error Rate (WER) reaching 1.5% while using a very small set of audio files during the training phase when using all the audio data for both the training and the testing phases. However, when using 90% and 80% of the training data, the WER obtained was respectively 50.0% and 55.7%.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Egyptian Informatics Journal - Volume 17, Issue 3, November 2016, Pages 305-314
نویسندگان
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