Abstract
Abstract: By leveraging machine learning, an innovative system has emerged to connect sign language with text-to-speech capabilities. Powered by sophisticated algorithms, this pioneering solution conversion of visual expressions into textual representations and then vocalizes it into spoken words. This fusion of technology stans as a transformative asset, facilitating seamless communication for individuals facing hearing impairments. By dismantling obstacles, this advancement fosters inclusive and accessible interactions, ultimately elevating the standard of living for members of the hearing- impaired population
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