CrossTalk

Overview

A English to Spanish Neural Machine Translation system, enabling the translation of English sentences into Spanish. Key features include -

• Bidirectional LSTM architecture coupled with Luong's attention mechanism.
• Vocabulary size of 5000.
• Deployed Using Gradio
• Achieving a notable 70% translation accuracy on the Spa-Eng dataset by Anki

Usage

1. Install all the packages

python3 -m pip install -r requirements.txt

2. Run the Gradio app

gradio app.py

To-do

Build a command line interface such that input can be given and output can be received through command-line