Create README.md

README.md

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+# Arabic syllables to word converter using MT5 model
+This model will convert arabic syllables to full words.\
+The models was intented to be used after Our [syllables based wav2vec model](https://huggingface.co/IbrahimSalah/Arabic_speech_Syllables_recognition_Using_Wav2vec2)
+
+# Example :
+-> input : بِاْ لِنْ نِسْ بَ تِ لِ لَسْ سُيْ يَ اِحْ مِمْ مِنْ طَ قَ تِشْ شَرْ قِلْ ءَوْ سَطْ\
+-> output :بِالنِسْبَةِ لِلسُنْيَاح مِن مِنْطَقَةِ الشَرْق الأَوْسَط
+
+# To use the model ,the input needs special preprocessing steps.
+  Please refer to this notebook for further details : [Syllable to text example](https://colab.research.google.com/drive/1VdY16ADTUq6SKcBiORbMm7c-BJC3JxLS?usp=sharing)