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cs.RO2026
A Low-Cost Hybrid Reservoir Computing Model for Isolated Sign Language Video Recognition
Nitin Kumar Singh, Arie Rachmad Syulistyo, Yuichiro Tanaka +1
Sign language recognition (SLR) enhances communication between hearing and hearing-impaired individuals. Although deep learning (DL) has achieved promising performance in SLR, its…
cs.RO2025
Sign Language Recognition using Bidirectional Reservoir Computing
Nitin Kumar Singh, Arie Rachmad Syulistyo, Yuichiro Tanaka +1
Sign language recognition (SLR) facilitates communication between deaf and hearing individuals. Deep learning is widely used to develop SLR-based systems; however, it is computatio…