OpenCodePapers

sign-language-translation-on-rwth-phoenix

Sign Language Translation
Dataset Link
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PaperCodeBLEU-4ROUGEModelNameReleaseDate
Multi-Stream Keypoint Attention Network for Sign Language Recognition and Translation✓ Link29.03MSKA-SLT2024-05-09
Two-Stream Network for Sign Language Recognition and Translation✓ Link28.95TwoStream-SLT2022-11-02
SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding25.7SignBERT+2023-05-08
Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation✓ Link25.59S2T Stochastic Transformer (Ens)2021-09-01
Better Sign Language Translation with STMC-Transformer✓ Link25.40STMC+Transformer (Ens)2020-04-01
Improving Sign Language Translation with Monolingual Data by Sign Back-Translation24.32BN-TIN-Transf.+SignBT2021-05-26
Signformer is all you need: Towards Edge AI for Sign Language✓ Link23.4348.53Signformer2024-11-19
Frozen Pretrained Transformers for Neural Sign Language Translation✓ Link22.47BERT2RND2021-08-20
Improving Sign Language Translation with Monolingual Data by Sign Back-Translation21.68BN-TIN-Transf.2021-05-26
Frozen Pretrained Transformers for Neural Sign Language Translation✓ Link21.26BERT2BERT2021-08-20
Neural Sign Language Translation✓ Link19.26Sign2Gloss2Text2018-06-01
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