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title: Gujarati ACPC 1 emoji: 👁 colorFrom: green colorTo: green sdk: streamlit sdk_version: 1.39.0 app_file: app.py pinned: false

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

Gujarati to English Translator

A web-based application built using Streamlit that transliterates English text to Gujarati script and translates Gujarati text into English using AI4Bharat's pre-trained models.

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Features

• Transliteration of English text to Gujarati script.
• Gujarati to English translation using Transformer-based models.
• Interactive web interface with Streamlit.
• Supports multiple beam search options for better translation quality.
• Preprocessing and postprocessing handled for clean, accurate output.

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Tech Stack

• Frontend & UI: [Streamlit]
• Translation Model: [AI4Bharat IndicTrans2]
• Libraries & Tools:
  • torch – For model inference
  • transformers – Hugging Face Transformers for sequence-to-sequence models
  • ai4bharat.transliteration – Transliteration engine
  • IndicTransTokenizer – For preprocessing and postprocessing Indic languages
  • fairseq – Required by some models for translation

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Installation

1. Clone the repository

git clone <your-repo-url>
cd <your-repo-folder>

2. Create a virtual environment

python -m venv venv

Activate the virtual environment

Linux / Mac

source venv/bin/activate

Windows

venv\Scripts\activate

Install dependencies

pip install -r requirements.txt

Run the Streamlit app

streamlit run app.py