Kinesema approach · Language before motion

Sign languages are not visual versions of spoken languages.

Sign languages have their own grammar, use of space, rhythm, expression, and cultural context. Kinesema therefore begins with language structure rather than replacing English words with signs or generating motion immediately.

Structure before expression.

An avatar cannot repair weak or incorrect language structure. Kinesema separates the stages so each transformation can be inspected before it becomes motion.

  1. Input English input
  2. Private development Language analysis
  3. Research prototype Proposed SgSL structure
  4. Required Human review
  5. Later stage Motion-ready representation
  6. Later stage Visual motion

Language analysis and proposed representations are being developed privately. The public open-hand study is a separate form experiment; it does not turn parser output into signing motion.

Show the transformation, not only the result.

A confident interface should not make an uncertain output look authoritative. Kinesema’s white-box direction keeps the path available for inspection.

  • what the current system recognised;
  • what it proposed rather than presenting a final translation;
  • which parts remain uncertain;
  • where human review is still required.

Human communication stays central.

Kinesema is intended to support access, learning, communication, and future motion review. It is not a replacement for Deaf people, interpreters, educators, signers, or community authority. Language- and culture-sensitive decisions require relevant human review.

What Kinesema currently does.

Language research continues privately

The parser is an internal research tool. Visitors cannot submit sentences through this website.

The output remains inspectable

Proposed representations and their uncertainties are inspected inside the lab before any claim of accepted translation.

Human review is required

The current result is a reviewable proposal, not linguistic, cultural, or community authority.

Motion is still being developed

Reviewed motion plans, avatar signing, and a final translation remain outside the current public stage.

The approach will continue to learn.

Kinesema remains early-stage work. Feedback from Deaf people, signers, educators, linguists, accessibility practitioners, and technical reviewers helps reveal where the system must improve.