Article

Agentic Sign Language: Balanced Evaluation and Adaptive Monitoring for Inclusive Multimodal Communication

2025-12-16

Abstract excerpt

<title>Abstract</title> <p>Sign languages are rich visual languages used by tens of millions of people worldwide, yet there is a persistent shortage of trained human interpreters. Recent work on small-vocabulary interpreters shows that lightweight convolutional neural networks can recognise static finger-spelling with high accuracy [1]. However, these prototypes are limited to isolated signs, depend on homogeneou...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: c1b19d70-ef75-55d6-b220-ea2dd783912a
DOI: 10.21203/rs.3.rs-8341766/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Agentic Sign Language: Balanced Evaluation and Adaptive Monitoring for Inclusive Multimodal CommunicationDOI 10.21203/rs.3.rs-8341766/v1Read

Agentic Sign Language: Balanced Evaluation and Adaptive Monitoring for Inclusive Multimodal CommunicationSemantic proximity Read

A Comparative Study of Large Language Models for Gesture Selection in Virtual AgentsSemantic proximity Read

Median American Sign Language Interpretation SoftwareSemantic proximity Read

Expanding Multilingual Co-Speech Interaction: The Impact of Enhanced Gesture Units in Text-to-Gesture Synthesis for Digital HumansSemantic proximity Read

Efficient Word-Level Sign Language Recognition Using Quantized Spatiotemporal Deep Learning for Low-Power MicrocontrollersSemantic proximity Read

A Reliable Bangla Sign Language Recognition System Using MediaPipe and LSTM NetworksSemantic proximity Read

Convolutional and Recurrent Neural Network for Human Action Recognition: application on American Sign LanguageSemantic proximity Read

Sign Iconicity and its Contribution to Gesture-First Theories of Language OriginSemantic proximity Read

Spatial-Temporal Attention with Graph and General Neural Network-based Sign Language RecognitionSemantic proximity Read

Multi-Stream Graph-based Deep Neural Networks for Skeleton-based Sign Language RecognitionSemantic proximity Read

An Artificial Intelligence Approach to Augmentative and Assistive Communication for Patients with Amyotrophic Lateral SclerosisSemantic proximity Read

Multimodal Vision Language Models in Interactive and Physical EnvironmentsSemantic proximity Read