Deep Learning Models that Translate Sign Language into Real-Time Captions for Online Meetings

What is it about?

It is about developing a deep learning–based system that detects and classifies American Sign Language (ASL) phrases commonly used in professional meetings, to help people with speech impairments communicate effectively in virtual business environments.

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Why is it important?

It is important because many people with speech impairments struggle to participate effectively in fast-paced virtual meetings. By translating sign language into real-time captions, this research makes online communication more inclusive and accessible. It not only empowers individuals with speech impediments to express their ideas clearly but also enables colleagues to understand and respond instantly. This promotes equal participation, reduces communication barriers, and enhances collaboration in professional and educational environments, especially as remote work and virtual meetings continue to grow.