Year: 2024
Type: article
Abstract: This project explores a language translation solution using AWS Translate, a robust, neural machine translation service provided by Amazon Web Services (AWS). Traditional translation methods often fall short in contextual accuracy, but cloud-based, deep learning powered services like AWS Translate address these limitations by generating translations that are both fluent and contextually appropriate. In this project, we integrate AWS Translate with a user friendly web application, built using Streamlit, allowing users to perform real-time translations across multiple languages. We evaluate translation accuracy and scalability within the AWS ecosystem, highlighting the benefits of cloud-based translation. Additionally, future plans include developing a mobile app for translation, making this tool accessible anytime, anywhere. Experimental results suggest that AWS Translate provides accurate translations across diverse language pairs, reinforcing the model’s applicability in various real world scenarios.
Author: P. Jagadishwar Reddy
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W4404504876