fullstop-indonesian-punctuation-prediction

This model predicts the punctuation of Indonesian languange. It has been created to restore punctuation of transcribed from speech recognition models. This model Based on the work https://github.com/oliverguhr/fullstop-deep-punctuation-prediction

The model restores the following punctuation markers: "." "," "?" "-" ":"

Github : https://github.com/CakraAIPub/Fullstop-indonesian-punctuation-prediction

Install

To get started install the package from pypi:

pip install deepmultilingualpunctuation

Restore Punctuation

from deepmultilingualpunctuation import PunctuationModel

model = PunctuationModel("Rizkinoor16/fullstop-indonesian-punctuation-prediction")
text = "halo bagaimana kabarmu"
result = model.restore_punctuation(text)
print(result)

output

halo, bagaimana kabarmu?

Results

      precision    recall  f1-score   support 

           0       0.98      0.99      0.98  
           .       0.89      0.91      0.90   
           ,       0.84      0.79      0.81   
           ?       0.84      0.79      0.82   
           -       0.96      0.90      0.93    
           :       0.91      0.89      0.90   

    accuracy                           0.97  
   macro avg       0.90      0.88      0.89    
weighted avg       0.97      0.97      0.97  

Contact

Rizki Noor [email protected]

Linkedin : Noor Muhamad Rizki