KM Khalil MounjiBack to portfolio ↗

Living heritage × responsible artificial intelligence

Listen.
Connect.
Transmit.

GnawAI is a research and product initiative exploring how technology can document Gnawa recordings, connect their histories and preserve the provenance of every contribution.

Explore the prototype ↓
GNAWAI / PILOT CORPUSV0.1

Explainable by design

More than recognition.

A result should show where it comes from, what it knows and what it does not.

Functional demonstrator

Explore the pilot interface

All records and scores below are fictional. They validate the experience before any authorised cultural material is integrated.

Live microphone test

Listen through your microphone

Record a short excerpt. GnawAI checks the real audio signal locally in your browser; the recording is not uploaded or stored.

Recognition status: microphone functional · reference-song corpus not connected yet.
ConsultationRecord A-017

Demonstration archive — 017

Pilot corpus · Fictional record

Similarity confidence94%
Simulated estimate — no AI model is running on this page.
Documented place
Essaouira
Year
1998
Provenance
Demonstration source · full rights record required
Human review
Required before any cultural assertion

The method

Trust is built.
It is never assumed.

The first phase focuses on a small, explicitly authorised corpus. No public scraping, no hidden training and no cultural claim without a source.

01

Provenance first

Every piece of information keeps its source, contributor and conditions of use.

02

Human validation

A prediction remains a hypothesis until it is reviewed by a legitimate contributor.

03

Community governance

Artists and knowledge holders help decide what may be documented, trained on or shared.

Built with the community

AI can assist.
People decide.

GnawAI will not collect, train on or publish cultural material without appropriate permission. Its governance is designed to give artists, archives and knowledge holders meaningful control—including correction, restriction and withdrawal.

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