Oruk reproducible emotion evaluation protocol v1
Copyright 2026 Oruk AI

New runner, preparation and test code: Apache License 2.0 (LICENSE).

Dataset-derived manifests are an attributed extract of CREMA-D at commit
1658cd342dff90010aa843eaeebd53610a08b1dc. CREMA-D specifies the Open Database
License 1.0 for the database and Database Contents License 1.0 for individual
contents. These dataset terms are separate from the tool's code license.
https://github.com/CheyneyComputerScience/CREMA-D
https://opendatacommons.org/licenses/odbl/1-0/
https://opendatacommons.org/licenses/dbcl/1-0/

Cao, Cooper, Keutmann, Gur, Nenkova and Verma (2014), CREMA-D: Crowd-sourced
Emotional Multimodal Actors Dataset. DOI: 10.1109/TAFFC.2014.2336244.

No audio, transcripts, customer data, credentials or private benchmark receipts
are included in this package. Synthetic unit-test labels are not model results.
