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audio-speech · Openness profile

Kokoro (82M)

hexgrad · snapshot 2026-11-07

open-weight 82M-parameter text-to-speech model built on the StyleTTS 2 architecture

Tier 3 Practical open-weight

What the publisher claims: open-weight, open-source, Apache 2.0

The one-liner: An 82-million-parameter Apache-2.0 voice model that runs almost anywhere.

The six questions

A AccessScore 3 of 3

Weights and voice packs are downloadable without gating from the publisher's repository.

P PermissionScore 3 of 3

Apache-2.0, an OSI-approved permissive license with no revenue or use threshold.

D DeploymentScore 3 of 3

Small enough to run in browser or on CPU; one of the most portable models in the dataset.

T TransparencyScore 1 of 3

The model card documents architecture, voice inventory, and provenance of the prerecorded voice material; training data and recipe are not published.

R ReproducibilityScore 1 of 3

Limited.

G Governance & ParticipationScore 2 of 3

hexgrad/kokoro is an open development line with 28 non-bot outside merges (voice packs, ONNX support, bug fixes) and a large community Discord, but a single maintainer (hexgrad) sets direction and publishes the checkpoints.

License

Apache-2.0 OSI-approved — license source ↗

What is actually released

Why it matters

Shows that permissive weights plus small size can matter more than transparency for real-world openness: this one actually ships into products.

Sources

Derived from the openness dataset behind But Is It Open? — snapshot 2026-11-07 ↗. Scores are qualitative readings of the cited evidence, not verdicts; tier measures openness, not intelligence.

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