Language Translation And Transliteration Using Natural Language Proscessing(Nlp)

Abstract

Abstract—Our project address the need of effective language conversation tools by leveraging Natural Language processing (NLP) techniques, encoder-decoder architectures etc.Our project aims to develop a system capable of both translation which means converting the script from one language to another language without changing the pronunciation of that text and Translation which means conversion of converting the text from one language to the text in another language which has same meaning to that text which has to be converted. The system will support multiple languages and scripts focusing on accuracy and user friendly interface. By Integrating advanced NLP algorithms the project will ensure that translation and transliterations are contextually appropriate and linguistically accurate. The application will be accessible through an intuitive interface  allowing users to easily input text and obtain desire output in their chosen language or script. The outcome of this work is to provide a valuable tool for individuals businesses and organizations engaged in global communication