A Web Application to Automate Multiple Task like Text Recognition from Speech, Speech Recognition, Machine Translation

International Journal of Innovative Research in Science, Engineering and Technology 12 (4):2813-2818 (2023)
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Abstract

The aim of our project to automate the application to overcome from the language barrier among countries and also states within the country, the above-mentioned application will perform the various features in the application. Language technology has become pervasive in everyday life. Neural networks are a key component in this technology thanks to their ability to model large amounts of data. Text recognition in images is a research area which attempts to develop a computer system with the ability to automatically read the text from images. Speech is the first important primary need, and the most convenient means of communication between people. The communication among human computer interaction is called human computer interface. Machine translation is a domain of computational linguistics, which explores the use of software to translate text from one language to another. Machine translation simply performs substitution of words in one language for words in other, but that may not assure good translation. In the Project we combine all three domains in one system. Here we integrate Text extract from image, Speech recognition and Text translation from one language to another in one web application.

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