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Accessibility and Assistive Technology / Sign Language Recognition and Sign Language Interaction

How can deep learning models (e.g., CRNN with CTC) improve accuracy in sign language recognition?

helpResearch questionSign Language Recognition and Sign Language Interaction

How can deep learning models (e.g., CRNN with CTC) improve accuracy in sign language recognition?

UbiComp '21SonicASL: An Acoustic-based Sign Language Gesture Recognizer Using Earphones

Similar questions

helpResearch questionSign Language Recognition and Sign Language Interaction

What shortcomings do existing sign language generation systems have in translation quality, facial expressions, and video naturalness?

CHI '25Towards AI-driven Sign Language Generation with Non-manual Markers

helpResearch questionSign Language Recognition and Sign Language Interaction

How can a modular sign language generation system capture gestures and non-manual markers (e.g., facial expressions)?

CHI '25Towards AI-driven Sign Language Generation with Non-manual Markers

helpResearch questionSign Language Recognition and Sign Language Interaction

How can advanced large language models (LLMs) and video generation technologies improve sign language translation and visual quality?

CHI '25Towards AI-driven Sign Language Generation with Non-manual Markers

helpResearch questionSign Language Recognition and Sign Language Interaction

How can feature classification in bidirectional American Sign Language (ASL) and English dictionary lookup be simplified while maintaining query accuracy?

CHI '25Exploring Reduced Feature Sets for American Sign Language Dictionaries

helpResearch questionSign Language Recognition and Sign Language Interaction

Can ASL lookup using only handshape and movement features match performance of traditional complex feature sets?

CHI '25Exploring Reduced Feature Sets for American Sign Language Dictionaries

helpResearch questionSign Language Recognition and Sign Language Interaction

When improving platform UX, can sign language dictionary interfaces improve efficiency through clustering and similarity visualization?

CHI '25Exploring Reduced Feature Sets for American Sign Language Dictionaries

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