Low-burden speech-based screening of depressive symptoms using ultra-short speech samples

Frontiers in Psychiatry | New and Recent Articles ·
Mind & Mental Health Switzerland

BackgroundSpeech holds promise for depressive symptom screening, but practical applications require clearer guidance on effective segmentation, optimal speech tasks, minimum duration, and feature-model matching.ObjectiveTo enable low-burden screening for depressive symptoms, this study aims to evaluate the effectiveness of short speech samples and systematically investigate how to identify the…

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