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Arabic Text Diacritization\n\nThis repository contains the dataset, helpers, and systems comparison for our paper on Arabic Text Diacritization:\n\n\"[Arabic Text Diacritization Using Deep Neural Networks](https://arxiv.org/abs/1905.01965)\", Ali Fadel, Ibraheem Tuffaha, Bara' Al-Jawarneh, and Mahmoud Al-Ayyoub, [ICCAIS 2019](http://www.iccais.tech).\n\n## Files\n\n### [dataset](/dataset)\n\n- train.txt - Contains 50,000 lines of diacritized Arabic text which can be used as training dataset\n- val.txt - Contains 2,500 lines of diacritized Arabic text which can be used as validation dataset\n- test.txt - Contains 2,500 lines of diacritized Arabic text which can be used as testing dataset\n\n### [helpers](/helpers)\n- constants\n  - ARABIC_LETTERS_LIST.pickle - Contains list of Arbaic letters\n  - CLASSES_LIST.pickle - Contains list of all possible classes\n  - DIACRITICS_LIST.pickle - Contains list of all diacritics\n- count_characters.py - Counts the number of Arabic letters and diacritics in a file\n- count_fathatan.py - Counts the number of fathatan occurrences before and after Alif in all files from a folder\n- diacritization_stat.py - Calculates DER and WER using the gold data and the predicted output\n- diacritics_rate_extractor.py - Keeps lines with p% diacritics to Arabic characters rate or more in all files from a folder\n- file_lookup.py - Searches for a line in all files from a folder\n- fix_fathatan.py - Changes after-Alif fathatan to before-Alit fathatan in a file\n- remove_diacritics.py - Removes diacritics from a file\n- transliteration.py - Converts a file from Arabic text to Buckwalter transliteration and vice-versa\n- pre_process_tashkeela_corpus.ipynb - Pre-process Tashkeela Corpus data\n\n### [existing_systems](/existing_systems)\n- ali-soft - Contains some bugs that exist in [Ali-Soft](http://www.ali-soft.com) system\n- farasa - Contains [Farasa](http://alt.qcri.org/farasa) system output, fixed output, and DER/WER statistics\n- harakat - Contains [Harakat](https://harakat.ae) system testing script, output, fixed output, and DER/WER statistics\n- madamira - Contains [MADAMIRA](https://camel.abudhabi.nyu.edu/madamira) system output, fixed output, and DER/WER statistics\n- mishkal - Contains [Mishkal](https://tahadz.com/mishkal) system output, fixed output, and DER/WER statistics\n- shakkala - Contains [Shakkala](https://ahmadai.com/shakkala) system data splitting script, output, fixed output, and DER/WER statistics\n- tashkeela_model - Contains [Tashkeela-Model](https://github.com/Anwarvic/Tashkeela-Model) system output, fixed output, and DER/WER statistics for each n-gram model provided by them\n\n#### Note: All codes in this repository tested on [Ubuntu 18.04](http://releases.ubuntu.com/18.04)\n\n## Contributors\n1. [Ali Hamdi Ali Fadel](https://github.com/AliOsm).\u003cbr/\u003e\n2. [Ibraheem Tuffaha](https://github.com/IbraheemTuffaha).\u003cbr/\u003e\n3. [Bara' Al-Jawarneh](https://github.com/baraajaw).\u003cbr/\u003e\n4. [Mahmoud Al-Ayyoub](https://github.com/malayyoub).\u003cbr/\u003e\n\n## License\nThe project is available as open source under the terms of the [MIT License](https://opensource.org/licenses/MIT).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faliosm%2Farabic-text-diacritization","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faliosm%2Farabic-text-diacritization","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faliosm%2Farabic-text-diacritization/lists"}