Artificial intelligence-based system for real-time neural machine translation of spoken languages to Indian sign language for deaf community and non-sign language users, has speech recognition module for transcribing spoken input into text
	SHARMA V; MAITREY S; GAUTAM M; GARG P; MISHRA Y K; BHARTIYA V; VISHESH; DHAMA S
	2025-03-29
专利权人	KIET GROUP INST (KIET-Non-standard)
申请日期	2025-03-29
专利号	IN202511030603-A
成果简介	NOVELTY - The artificial intelligence (AI) based system (100) has a speech recognition module for transcribing spoken input into text. A natural language processing (NLP) module analyzes transcribed text to extract contextual meaning. A deep learning-based Indian-sign language (ISL) gesture prediction module maps textual input to corresponding ISL gestures. A three-dimensional (3D) animation module generates ISL gesture using sequence to sequence (Seq2Seq) deep learning models. A computer vision-based ISL recognition module translates ISL gestures into text or speech. The 3D animations are rendered using deep learning based JavaScript(Object-oriented scripting language) animation scripts. USE - AI-based system for real-time neural machine translation of spoken languages to ISL for deaf community and non-sign language users. ADVANTAGE - The system facilitates real-time, accurate, and accessible two-way translation between spoken languages and ISL, improves sign language translation by automating gesture recognition and synthesis, bridges the communication gap effectively, integrates the translation models into user-friendly mobile application, web platform, and browser plugin which are accessible across multiple platforms, creates an automated 3D animated avatar capable of displaying ISL gestures in real-time, ensures accurate and natural representation of sign language, incorporates multi-language support, enables seamless communication between users speaking different languages while translating into ISL and allows users to refine translation accuracy. DESCRIPTION OF DRAWING(S) - The drawing shows a block diagram of the AI-based system. 100AI-based system
IPC 分类号	G06F-040/00 ; G06F-040/40 ; G06F-040/58 ; G10L-015/26
国家	印度
专业领域	信息技术
语种	英语
成果类型	专利
文献类型	科技成果
条目标识符	http://119.78.100.226:8889/handle/3KE4DYBR/13343
专题	中国科学院新疆生态与地理研究所
作者单位	KIET GROUP INST (KIET-Non-standard)
推荐引用方式 GB/T 7714	SHARMA V,MAITREY S,GAUTAM M,et al. Artificial intelligence-based system for real-time neural machine translation of spoken languages to Indian sign language for deaf community and non-sign language users, has speech recognition module for transcribing spoken input into text. IN202511030603-A[P]. 2025.

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