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Multimodal Domain Generalization for Depression Detection: An Attention-Based BiLSTM Network With Domain-Adversarial Training

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Automatic depression detection with deep learning has shown promise, but often suffers from limited generalization due to domain shift arising from interspeaker variability. To address this critical issue, we present the first patient-independent multimodal de... ...