CLERC · THE DATA LAYER FOR SIGN LANGUAGE AI
Everyone chases the model.
The data is the bottleneck.
4
Native Deaf signers
600
ASL videos
128
Keypoints / frame
Open
On Hugging Face
HUGGING FACE · DATASET
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600 clips · 4 native Deaf signers · 150 parallel phrases
LIVE / POSE KEYPOINTS
[ ALPHA ]
[ BRAVO ]
[ CHARLIE ]
[ DELTA ]
Four native Deaf signers · real motion keypoints · one corpus.
WHAT THE DATA PROVES · PICK ONE
READ THE RESEARCH
ESSAY
Why Data, Not the Model
Sign language AI does not have a model problem. It has a data problem, and that changes everything.
TECHNICAL
From Raw Video to Labeled Signs
How CLERC transforms raw footage into production-ready, millisecond-segmented sign language data.
DEMO
The CLERC Demo
100 videos. 1,100 annotated glosses. 90% recognition accuracy. The pipeline, end to end.