bhatt-j / english-hinglish-translations

Translate English text into Hinglish, a mixture of Hindi and English.

HINGLISH-translations

English text into Hinglish, a mixture of Hindi and English, while also converting difficult words and phrases into Hinglish. Used Helsinki-NLP/opus-mt-en-hi pre-trained translation model for translations.

Installations

• pip install transformers
• pip install nltk
• Python 3.n

Steps to run

1. Clone this repository or the HINGLISH Translation.ipynb file.
2. Complete the installations
3. Run all the cells one by one or Run All.
4. Enter the English sentence that you want to translated when input prompt appears.
5. Lastly, translation will be displayed.

Overview

• The script starts by tokenizing the English text and identifying nouns using the nltk library.
• It then translates these nouns and the input text is translated using the Helsinki-NLP translation model.
• Next, the Hindi text is further converted to a more readable Hinglish version using a combination of consonant and vowel mappings.
• The script performs a noun-switching step to replace the translated nouns with their original English counterparts.

Note

• Please note that automatic translation can sometimes yield results that might not be perfect.
• The choice of translations and conversion rules can be improved further due to linguistic complexities.

English to Hindi Translations Built a basic Translation of English to hindi using MBart model. Model also helps to translate english to 49 different langauges.