Arabic AI Voice Evaluation Methodology

This resource describes a reproducible method for evaluating Arabic text to speech. It is not a ranking and it publishes no provider results without evidence.

Test set

Test Modern Standard Arabic, Moroccan Darija with Arabic-French code-switching, Egyptian Arabic, Gulf Arabic, an Arabic-English tutorial, and a longer accessibility passage.

Evaluation rubric

Document pronunciation, dialect authenticity, naturalness, repeat-generation consistency, and workflow separately. Publish raw notes, settings, and the related clips.

Responsible publication

Use the same text and comparable settings, date every test, disclose who listened to the samples, and do not claim accuracy percentages or commercial rights without evidence.