SLT

SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding
Hand gesture serves as a crucial role during the expression of sign language. Current deep learning based methods for sign language …
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Conditional Sentence Generation and Cross-Modal Reranking for Sign Language Translation
Sign Language Translation (SLT) aims to generate spoken language translations from sign language videos. Currently, the available sign …
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Spatial-Temporal Multi-Cue Network for Sign Language Recognition and Translation
Despite the recent success of deep learning in video-related tasks, deep models typically focus on the most discriminative features, …
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Improving sign language translation with monolingual data by sign back-translation
Despite existing pioneering works on sign language translation (SLT), there is a non-trivial obstacle, i.e., the limited quantity of …
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Hierarchical LSTM for sign language translation
Continuous Sign Language Translation (SLT) is a challenging task due to its specific linguistics under sequential gesture variation …
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Connectionist Temporal Fusion for Sign Language Translation
Continuous sign language translation (CSLT) is a weakly supervised problem aiming at translating vision-based videos into natural …
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