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A. Geetha

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Open access Aug 2026

Intelligent Audio-based Emotion Recognition in Speech by Deep Learning and Feature Engineering Techniques

This work introduces ExpressNet, an optimum Multi-Layer Perceptron (MLP)-based SER model aimed to solve issues by leveraging a wide range of prosodic and spectral qualities incorporating Mel-Frequency Cepstral Coefficients (MFCCs), spectral contrast, and pitch variations.

Ramakrishna Gandi, A. Geetha, B. R. Reddy · 0 citations
Open access Sep 2026

Deep Learning-Based Approach to Detect Depressive Tendencies from Social Media Posts by Leveraging Advanced NLP Techniques and Multimodal Data Analysis

Depression is a prevalent mental health disorder that significantly impacts individuals' well-being and daily life. With the increasing use of social media, users often express emotions, thoughts, and behaviours that can indicate mental health conditions, including depression. This study proposes a deep learning-based...

S. D, A. Geetha · 0 citations

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