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Signer with blue and green tracked hands
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COMPOSITE S_TOTAL
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GROUNDING G_CANARY
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ASL-to-English
translation that
preserves meaning.

Signet combines advanced AI and linguistic research to deliver translation with nuance, context, and clarity.

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Open weightsFrozen, replayable artifacts
Context-awareUnderstands nuance
Research-gradeBuilt on proven science

See Signet in action

Three model branches, one How2Sign test clip, real outputs.
ASL input video
ASL INPUT
ILLUSTRATION
UNI-SIGN (POSE-ONLY) OUTPUT
That's the basic explanation of a tap.
REFERENCE · HOW2SIGN TEST CLIP FZLxEwsoc1c_8-8
That's basically the explanation of a nap.
chrF vs reference · 58.6

Real output from the demonstration round: the pose branch came closest to the reference. The other two branches, on the same clip:

InternVL2.5-1B (How2Sign LoRA) · chrF 17.1 — “So, you can see that the bottom of the ball is a little bit more rounded.”
SHuBERT + ByT5 (merged corpus) · chrF 42.1 — “That is the basic explanation for the NAP.”
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Built for real understanding

Context Understanding
Reads the whole clip before producing a sentence, so the translation reflects the signing in context rather than sign by sign.
Research-Grade Accuracy
Every score on this site is computed by the subnet's own code against certified references, and every rejection is published with its cause.
Seconds per clip
A clip is translated in seconds to tens of seconds, not milliseconds, depending on the branch and the load on the GPU. Every demo run shows its own measured time.
Privacy by Design
Uploads are held only for the length of the run and never kept. Validators run models with no network interface.
Accessible by Everyone
Inclusive design that empowers Deaf and hearing communities alike.
BUILT FOR EVERY SPACE

Powering communication across every world.

Teacher signing to a classroom
Education
Make learning accessible and inclusive for Deaf students and all learners.
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Broadcast control room with signed captioning
Media & Entertainment
Create and deliver accessible content without compromising creativity.
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Colleagues signing in a meeting
Enterprise
Build inclusive workplaces and stronger connections with every team.
Learn more →
Service desk conversation
Public Services
Improve access to vital information and community resources.
Learn more →

See the quality in every translation

Measured, not asserted: every model in the demonstration round, scored by the subnet's own code on the How2Sign test split.

ASL VIDEO
Signer in a sunlit room with player controls and LIVE indicator
MEASURED ON HOW2SIGN TEST · ROUND {{ qRound }}
MODEL BLEU chrF G_CANARY STATUS
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Latest round
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Leading composite S_total
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Leader grounding · floor {{ mFloor }}
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Submissions scored
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Emissions burned

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Help build a more inclusive world with Signet.

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