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A smartphone app called “Hands to Talk” revolutionizes communication for the deaf community by providing cutting-edge real-time translation features. Utilizing cutting-edge technology such as Random Forest classifiers, the application recognizes American Sign Language (ASL) with 100% accuracy. It is unusual in that it can interpret sign language images into text or speech, translate video messages into legible text or voice, and transform voice and text into 3D hand motion animations. For millions of people, the app promotes accessibility and inclusivity by overcoming communication barriers. “Hands to Talk” provides a safe, entertaining, and easily accessible solution that is compatible with both iPhones and Android smartphones. Ethical communication technology is made possible by tools like Blender and Visual Studio Code, which guarantee a smooth and aesthetically pleasing user experience.

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Real-Time Communication Between Normal and Deaf People Using Machine Learning and 3D Animation

  • 章节

  • 发表日期：

    2026年

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  • Zain UL Abedeen,
  • Muhammad Adil,
  • Muhammad Huzaifa,
  • Usama Azam

摘要

A smartphone app called “Hands to Talk” revolutionizes communication for the deaf community by providing cutting-edge real-time translation features. Utilizing cutting-edge technology such as Random Forest classifiers, the application recognizes American Sign Language (ASL) with 100% accuracy. It is unusual in that it can interpret sign language images into text or speech, translate video messages into legible text or voice, and transform voice and text into 3D hand motion animations. For millions of people, the app promotes accessibility and inclusivity by overcoming communication barriers. “Hands to Talk” provides a safe, entertaining, and easily accessible solution that is compatible with both iPhones and Android smartphones. Ethical communication technology is made possible by tools like Blender and Visual Studio Code, which guarantee a smooth and aesthetically pleasing user experience.