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Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement

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Speech signals are valuable biomarkers for assessing an individual's mental health, including identifying Major Depressive Disorder (MDD) automatically. A frequently used approach in this regard is to employ features related to speaker identity, such as speake... ...