BIF Translator is an AI-powered English-to-Italian translation tool, tailored for business use. It leverages advanced NLP techniques and is built using Keras, RNNs, and Transformer models. This project aims to bridge language barriers with efficiency and accuracy.
- AI Translation: English to Italian translation using Neural Machine Translation (NMT).
- Technologies: Built with Keras (TensorFlow backend), employing RNN and Transformer architectures.
- Performance Metrics: Evaluated using Word Error Rate (WER), Translation Edit Rate (TER), METEOR, and Bilingual Evaluation Understudy (BLEU).
Clone the repository: git clone https://github.com/PatrizioAcquadro/BIF-Translator.git Install the required packages: pip install -r requirements.txt
Run the Jupyter Notebook to see the translation in action: jupyter notebook BIF_Translator.ipynb
Contributions, issues, and feature requests are welcome! Please check out our contributing guidelines for more information on how to contribute.
- Patrizio Acquadro
- Lorenzo Uttini
Thanks to our professors Raganato Alessandro and Pasi Gabriella, and manythings.org for the dataset.