Development Approach Towards English Speech To Marathi Speech Language Translation

This research proposes the development of an English-to-Marathi speech translation framework leveraging a dictionary-based dataset to enhance linguistic accuracy and contextual understanding. Marathi, being a morphologically rich language with unique syntactic and semantic structures, poses significant challenges when paired with English, a structurally divergent language. The proposed system will integrate automatic speech recognition (ASR), machine translation (MT), and text-to-speech synthesis (TTS) to achieve seamless speech-to-speech conversion.