DeafTranslator is an innovative project designed to break down communication barriers between deaf and hearing people, addressing the significant challenge of deafness that can lead to social exclusion, depression, and higher rates of suicidal thoughts and attempts among deaf individuals. Citing statistics from the French National Institute of Prevention and Education for Health and the World Health Organization, the initiative underscores the widespread nature of hearing loss, affecting an estimated 1.5 billion globally, with numbers expected to rise to 2.5 billion by 2050. The project aims to translate various media formats into sign language, offering real-time sign language translation for audio, video, image, and text content. This will enable deaf individuals to access the internet, news, entertainment, and educational resources, while also facilitating communication with those unfamiliar with sign language. Through the project, we seek to serve not only the deaf community but also media organizations by making their content accessible to a wider audience. Leveraging deep learning, cloud technologies , and 3D modeling with Blender, the project offers a comprehensive app service on both mobile and web platforms. It translates sign language videos to text and audio for hearing users and converts spoken language into sign language for deaf users, integrating this functionality into video conferences to enable inclusive communication. The prototype, available on web and mobile platforms, currently allows for the translation of text and audio into sign language, and sign language videos into text, with plans to expand to real-time translation in video conferencing.

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To ensure continuous advancement and address the evolving needs of the deaf community, we will prioritize several key methods and areas for future development. The project plans to enhance its deep learning models through ongoing training with diverse sign language datasets, improving the accuracy and fluency of translations. Additionally, expanding support to include more sign languages globally is critical. Integration of 3D character for real-time sign language overlays and advanced gesture recognition technology will further refine user interaction. Collaborations with educational institutions and deaf organizations will guide user-centric improvements, ensuring the app remains aligned with community needs. Future development will also focus on optimizing the application’s performance across different devices and platforms, making it more accessible and user-friendly. Enhanced data privacy measures will be implemented to protect user information, fostering trust and security.

To develop the project effectively, we aim to collaborate with a diverse range of partners and stakeholders. Key collaborators will include: Deaf and Hard of Hearing Organizations: Partnering with groups such as the World Federation of the Deaf and national deaf associations to ensure our solutions are tailored to the community's needs and receive continuous feedback. Educational Institutions: Collaborating with universities and research institutions specializing in linguistics, sign language, and artificial intelligence to enhance our technology and expand its capabilities. Technology Companies: Working with tech giants for their cloud services, and engaging with companies specializing in AI, to leverage cutting-edge advancements in machine learning and natural language processing. Media Organizations: Partnering with news outlets, entertainment companies, and content creators to integrate the equipment, making their content accessible to a broader audience and demonstrating the practical applications of our technology. Healthcare Providers: Engaging with healthcare institutions to incorporate our translation services into telemedicine platforms, ensuring deaf individuals have equal access to medical consultations and information. Government Agencies: Collaborating with government bodies focused on health, education, and social services to secure funding, support policy changes, and integrate our product into public services. Non-Profit Organizations: Working with non-profits focused on accessibility and disability rights to advocate for inclusive technologies and promote widespread adoption of the equipment. These collaborations will be instrumental in refining our technology, expanding our reach, and ensuring that our product remains an effective tool for bridging communication gaps between deaf and hearing individuals.

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https://deaf-translator.tensorunit.com/