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Clinical behavioral screening can reach a 0.59 F1 without ever exposing raw video or audio of minors, but moving from coarse screening to granular psychometric item prediction hits an immediate performance wall across current multimodal architectures.
Forget coarse emotion categories: AffectSpeech unlocks richer, more nuanced speech emotion understanding and generation via fine-grained textual descriptions.