MENTAL HEALTH

DepAI – AI-driven depression detection

DepAI aims to advance speech-based methodologies for early depression detection through multimodal analysis of audio and text. Leveraging deep learning, it seeks to extract meaningful patterns while prioritizing fairness and privacy. Future developments will focus on addressing data scarcity, mitigating gender bias, and safeguarding speaker identity. Designed for researchers and healthcare professionals, DepAI aspires to enhance privacy protection, improve diagnostic accuracy, and support timely intervention.