{"product_id":"generative-ai-for-sign-language-recognition-and-translation-hardcover","title":"Generative AI for Sign Language Recognition and Translation - Hardcover","description":"\u003cp\u003e\u003c\/p\u003e\u003cp\u003eSign languages differ fundamentally from spoken and written languages, with their own grammar, syntax, and three-dimensional expression involving hand gestures, facial expressions, body movements, and spatial relationships. These non-manual elements are crucial in conveying grammatical structures, nuances, and emotional tones, making sign languages uniquely complex communication systems.\u003c\/p\u003e \u003cp\u003eThis book provides a comprehensive foundation for understanding the linguistic structures of sign languages and explores the application of artificial intelligence (AI) techniques - ranging from classical machine learning to deep learning and generative AI - for developing effective sign language translation systems. It offers an end-to-end overview, covering linguistic fundamentals, available datasets, text-to-sign and speech-to-sign translation, vision-based sign recognition, pose estimation, and video-based sign language generation.\u003c\/p\u003e \u003cp\u003eDedicated chapters focus on model architectures, dataset curation strategies, evaluation metrics, benchmarking tools, and human-centered design approaches for accessible communication systems. Ethical considerations and responsible AI practices are also discussed to promote the development of inclusive and equitable sign language technologies.\u003c\/p\u003e \u003cp\u003eComplemented by Python code examples, downloadable resources, and implementation insights, this book serves as a practical guide for researchers, engineers, students, and technology professionals aiming to develop AI-powered sign language systems. The multidisciplinary content also supports linguists, accessibility advocates, and application developers working on inclusive language technologies.\u003c\/p\u003e \u003cp\u003eWith its broad coverage and practical orientation, this book is suited to academic and industry professionals in artificial intelligence, computer vision, natural language processing, human-computer interaction, speech technology, and accessibility research, as well as students and early-career researchers seeking a well-rounded introduction to AI-driven sign language translation.\u003c\/p\u003e \u003cp\u003eBy bridging AI methodologies with real-world sign language applications, this book promotes the development of inclusive AI systems supporting communication accessibility for diverse populations.\u003c\/p\u003e","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":51319133864159,"sku":"9781837241422","price":182.7,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0813\/8958\/4607\/files\/OMS1_YdeAb9781837241422.webp?v=1788366272","url":"https:\/\/blackandbarhe.com\/products\/generative-ai-for-sign-language-recognition-and-translation-hardcover","provider":"Black \u0026 Barhe Bookstore","version":"1.0","type":"link"}