Arabic Text Normalization NLP Tools

Tools for Arabic-specific text processing including diacritization (vowelization), dialect identification/classification, and transliteration between Arabic scripts and romanization systems. Does NOT include general morphological analysis, stemming, or non-Arabic language processing.

There are 19 arabic text normalization tools tracked. 1 score above 50 (established tier). The highest-rated is linuxscout/mishkal at 51/100 with 307 stars.

Get all 19 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=arabic-text-normalization&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	linuxscout/mishkal Mishkal is an arabic text vocalization software	51	Established	307	Python
2	hb20007/greek-dialect-classifier Classifier that identifies Greek text as Cypriot Greek or Standard Modern Greek	45	Emerging	10	Jupyter Notebook
3	AliOsm/arabic-text-diacritization Benchmark Arabic text diacritization dataset	44	Emerging	77	Python
4	mush42/libtashkeel Add Arabic diacritics (tashkeel/harakat) using Rust/Python/C++/WASM and NLP models	43	Emerging	48	Rust
5	AliOsm/shakkelha Neural Arabic text diacritization	41	Emerging	94	Jupyter Notebook
6	BasmaElhoseny01/Tashkeel A system that takes a sentence and produces the same sentence after...	31	Emerging	4	Jupyter Notebook
7	saobou/DSAraby We've created a library named "DSAraby" that aims to transliterate text...	30	Emerging	13	Python
8	AbdelrahmanHamdyy/Arabic-Text-Diacritization Course Project for Natural Language Processing	30	Emerging	6	Python
9	WoLFi22/DialectClassificationPipeline This repository provides a pipeline for dialect classification using deep...	24	Experimental	2	Jupyter Notebook
10	textgain/redcrow Arabic Dialect Identifier	23	Experimental	4	Python
11	norhanreda/Arabic-Text-Diacritization Diacritics are short vowels with a constant length that are spoken. The same...	23	Experimental	2	Jupyter Notebook
12	Crinmatic/Diacritic-Restoration Using AI to restore Diacritics on Yoruba language (which is a low resource language)	23	Experimental	2	Jupyter Notebook
13	hazemhosny/ArabicDialectClassification Arabic Dialect Sentimenal Analysis	23	Experimental	3	Jupyter Notebook
14	nipponjo/arabic_vocalizer Arabic deep-learning based diacritization models (Shakkala, Shakkelha) in...	21	Experimental	12	Python
15	adelelwan24/Arabic-Dialect-Classification Many countries speak Arabic; however, each country has its own dialect, the...	15	Experimental	1	Jupyter Notebook
16	eesanoble/Arabic-Dialect-Classifier An Arabic Tweet Dialect Classifier	10	Experimental	2	Jupyter Notebook
17	Ahmad-Zaki/Arabic_Dialect_Identification A machine learning/deep learning approach to classify the dialect of arabic text.	10	Experimental	2	Jupyter Notebook
18	Qfl3x/ArabicDiacritization A personal project on diacritizing Arabic text.	10	Experimental	2	Jupyter Notebook
19	achrafdotio/arabizi2arabic convert Darija arabizi to arabic Darija	10	Experimental	2	Jupyter Notebook