Abstract:PurposeAccording to the Indian Sign Language Research and Training Centre (ISLRTC), India has approximately 300 certified human interpreters to help people with hearing loss. This paper aims to address the issue of Indian Sign Language (ISL) sentence recognition and translation into semantically equivalent English text in a signer-independent mode.Design/methodology/approachThis study presents an approach that translates ISL sentences into English text using the MobileNetV2 model and Neural Machine Translation… Show more
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