OpenCodePapers

sign-language-recognition-on-rwth-phoenix-1

Sign Language Recognition
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PaperCodeWord Error Rate (WER)ModelNameReleaseDate
SlowFast Network for Continuous Sign Language Recognition✓ Link18.7SlowFastSign2023-09-21
Two-Stream Network for Sign Language Recognition and Translation✓ Link19.3TwoStream-SLR2022-11-02
TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions✓ Link19.4TCNet2024-03-18
CLIP-SLA: Parameter-Efficient CLIP Adaptation for Continuous Sign Language Recognition✓ Link19.4SLA-LoRA2025-04-02
Swin-MSTP: Swin transformer with multi-scale temporal perception for continuous sign language recognition✓ Link19.7Swin-MSTP2025-02-07
SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding19.9SignBERT+2023-05-08
C2SLR: Consistency-Enhanced Continuous Sign Language Recognition✓ Link20.4C2SLR2022-01-01
Multi-Stream Keypoint Attention Network for Sign Language Recognition and Translation✓ Link20.5MSKA-SLR2024-05-09
Multimodal Locally Enhanced Transformer for Continuous Sign Language Recognition20.73WRNN + LET2023-08-22
Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition21.0STMC2020-02-08
Self-Mutual Distillation Learning for Continuous Sign Language Recognition✓ Link22.4SMKD2021-01-01
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation✓ Link22.45MMTLB2022-03-08
Improving Sign Language Translation with Monolingual Data by Sign Back-Translation23.9SignBT2021-05-26
Continuous Sign Language Recognition Through Cross-Modal Alignment of Video and Text Embeddings in a Joint-Latent Space24.3CrossModal2020-05-11
Stochastic Fine-grained Labeling of Multi-state Sign Glosses for Continuous Sign Language Recognition✓ Link26.1Stochastic CSLR
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