Author

Sobhan Asasi

2 papers indexed here

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Review Oct 2026

Machine Translation for Sign Languages

Sign language machine translation has progressed substantially over the past decade, evolving from isolated sign recognition to end-to-end translation systems. Advances in pose estimation, transformer architectures, and large-scale dataset collection have driven progress, yet challenges remain. Datasets are limited com...

Ozge Mercanoglu Sincan, A. Pelykh, Edward Fish et al. · 0 citations

Preprint Sep 2026

SignSeek: Learning Transferable Representations for Sign Dictionary Retrieval

SignSeek sets a new state-of-the-art performance in cross-corpus retrieval on ASL-Citizen, WLASL, and NMFs-CSL without any downstream fine-tuning, surpassing methods explicitly trained on BSL and outperforming prior skeleton-based methods.

Sobhan Asasi, Ozge Mercanoglu Sincan, Richard Bowden · 0 citations