OpenCodePapers
sign-language-recognition-on-autsl
Sign Language Recognition
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Paper
Code
Rank-1 Recognition Rate
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ModelName
ReleaseDate
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Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices
0.9856
STF+LSTM
2023-02-17
Skeleton Aware Multi-modal Sign Language Recognition
✓ Link
0.9853
SAM-SLR (RGB-D)
2021-03-16
Sign Language Recognition via Deformable 3D Convolutions and Modulated Graph Convolutional Networks
0.9842
3D-DCNN + ST-MGCN
2023-06-07
One Model is Not Enough: Ensembles for Isolated Sign Language Recognition
0.9637
Ensemble - NTIS
2022-07-04
Hierarchical Windowed Graph Attention Network and a Large Scale Dataset for Isolated Indian Sign Language Recognition
✓ Link
0.9580
HWGAT
2024-07-19
Fine-tuning of sign language recognition models: a technical report
✓ Link
0.9572
MViT-SLR
2023-02-15
Cross-Language Transfer Learning using Visual Information for Automatic Sign Gesture Recognition
0.9338
FE+LSTM
2023-05-12
Isolated Sign Recognition from RGB Video using Pose Flow and Self-Attention
✓ Link
0.9292
VTN-PF
2021-06-11
AUTSL: A Large Scale Multi-modal Turkish Sign Language Dataset and Baseline Methods
0.6203
CNN+FPM+BLSTM+Attention (RGB-D)
2020-08-03