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Masa: Motion-aware masked autoencoder with semantic alignment for sign language recognition
Sign language recognition (SLR) has long been plagued by insufficient model
representation capabilities. Although current pre-training approaches have alleviated this …
representation capabilities. Although current pre-training approaches have alleviated this …
Self-supervised representation learning with spatial-temporal consistency for sign language recognition
Recently, there have been efforts to improve the performance in sign language recognition
by designing self-supervised learning methods. However, these methods capture limited …
by designing self-supervised learning methods. However, these methods capture limited …
Modelling the distribution of human motion for sign language assessment
Sign Language Assessment (SLA) tools are useful to aid in language learning and are
underdeveloped. Previous work has focused on isolated signs or comparison against a …
underdeveloped. Previous work has focused on isolated signs or comparison against a …