AINeutralarXiv – CS AI · 7h ago6/10
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MyoSem: Aligning Electromyography to Natural-Language Action Semantics for Hand Action Understanding
MyoSem is a new framework that aligns electromyography (EMG) signals with natural language descriptions to enable semantic understanding of hand actions. Rather than classifying gestures into fixed categories, the system allows bidirectional retrieval between EMG signals and text queries, demonstrating strong generalization across users and action types.