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M. Pandey

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Open access Sep 2026

MindVoice: A Web-Based Multi-Dataset Speech Depression Screening System with Pipeline-Aware Grad-CAM Explainability

Although speech-based depression assessment has received considerable attention, achieving reliable confidence and cross-corpus applicability with explanation of prediction still remains challenging. This study presents a reliability-aware framework for speech-only depression severity assessment and its deployment thro...

Arjita Choubey, M. Pandey, Ashwani Kumar Dubey et al. · 0 citations

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