Multilingual Speech and Text Recognition and Translation
Prof. Priyanka Padmane, Ayush Pakhale, Sagar Agrel, Ankita Patel, Sarvesh Pimparkar, Prajwal Bagde · International Journal of Innovations in Engineering and Science · 2022
The automated translation of one human speech into another is referred to as "machine translation."The primary goal is to cross the linguistic gap between people from different cultures, neighborhoods, or countries.There are 18 major texts and ten scripts that are commonly used.Because the majority of Indians, especially remote dwellers, could really know, read, or write English, a better language translator is essential.Machine translation systems that convert one content into another will benefit Indians, allowing them to live in a more intelligent society without language barriers.Because English is a global language and Hindi is the native tongue spoken by the vast majority of Indians, we posit an English to Hindi autoencoder based on runs.(RNN), LSTM (Long-term Memory), but also attention processes "Machine translation" automatic object transcription of one basic language into another.The primary goal is to bridge a linguistic divide between different native languages, groups, or countries.There are 18 languages and ten commonly used scripts.