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Lucia Yen Wanchi

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#computer vision Preprint Aug 2026

TransSLR: A Lightweight Transformer for Sign Language Recognition

This work proposes TransSLR, a lightweight Temporal Transformer Encoder trained from scratch on 64-frame normalized pose sequences, with average pooling and a classification head that achieves signer-independent generalization without relying on visual appearance on the CASL-W60 benchmark.

Lucia Yen Wanchi, S. Johnny, V. Olufemi et al. · 0 citations