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DEPAC: a Corpus for Depression and Anxiety Detection from Speech
Automated diagnosis systems of such disorders, empowered by recent innovations in Artificial Intelligence, can pave the way to reduce the sufferings of the affected individuals.
Multi-modal deep learning system for depression and anxiety detection
We find that augmenting hand-crafted features with deep-learned features improves our overall classification F1 score comparing to a baseline of hand-crafted features alone from 0. 58 to 0. 63 for depression and from 0. 54 to 0. 57 for anxiety.
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