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A Bilingual Computational Workflow for Identifying Potential PLK1 Inhibitors in American Sign Language and English

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SignBridge Bilingual Sign Language Avatar-Construction Principles and Experts Quality Assessment.

Nurzada Amangeldy^1,2,3, Marek Milosz^1,4, Aigerim Yerimbetova^1,3

¹Institute of Information and Computational Technologies of the Committee of Science of the Ministry of Science and Higher Education of the Republic of Kazakhstan, Almaty 050000, Kazakhstan.

Sensors (Basel, Switzerland)

|June 26, 2026

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This summary is machine-generated.

This study introduces a digital sign language avatar designed for multilingual communication. Experts rated its practical potential highly, suggesting improvements for naturalness and gesture transitions.

Area of Science:

Human-Computer Interaction
Computational Linguistics
Digital Avatars

Background:

Multilingualism complicates communication, especially when languages are mixed.
Digital avatars offer a potential solution for communication with deaf individuals by simulating sign language.

Purpose of the Study:

To present a novel digital sign language avatar.
To evaluate the avatar's quality using expert sign language interpreters.

Main Methods:

Developed a language-agnostic, multimodal animation pipeline.
Decoupled linguistic input from animation, integrating body, hand, and facial movements.
Assessed avatar quality via expert ratings on a 7-point Likert scale.

Main Results:

Keywords:

avatar multilingualism quality evaluation sign language

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The digital sign language avatar achieved an average quality rating of 5.5 out of 7 by experts.
The results indicate significant potential for practical application in sign language communication.
Identified areas for enhancement, including movement naturalness and gesture transition consistency.

Conclusions:

The developed digital sign language avatar shows promise for practical use.
Expert evaluation highlights the need for further refinement in animation naturalness and fluidity.
This research contributes to accessible communication tools for the deaf community.