Date of Publication : March 2026

Abstract: Dhiya AI is an intelligent and empathetic mental health support system designed using advanced artificial intelligence techniques to provide accessible, private, and real-time emotional assistance. At the core, a multimodal deep learning model combined with affective computing and Natural Language Processing (NLP) is implemented to interpret user emotions based on facial expressions, written inputs, and conversational turns. A mood analyzer is developed through ConvLSTM networks which can handle temporal patterns in the textual data to separate emotional fluctuations as well as long term mental rides while deep learning-based facial expression recognition used for affect detection. The outputs of two models are merged into a single emotional representation to perform accurate and individualized interventions. Furthermore, a Generative AI–based chatbot furnishes supportive and context-aware advice with respect to mental health principles. With generative AI and state-of-the-art emotion analysis, Dhiya is a well-rounded mental health assistant for users with zero registration requirements to become the go-to source for increasing emotional awareness, detecting early signs of distress all while providing empathy.

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