Proactive Emotion Tracker: AI-Driven Continuous Mood and Emotion Monitoring

no code implementations • 24 Jan 2024 • Mohammad Asif, Sudhakar Mishra, Ankush Sonker, Sanidhya Gupta, Somesh Kumar Maurya, Uma Shanker Tiwary

This research project aims to tackle the growing mental health challenges in today's digital age.

EEG

Inter Subject Emotion Recognition Using Spatio-Temporal Features From EEG Signal

no code implementations • 27 May 2023 • Mohammad Asif, Diya Srivastava, Aditya Gupta, Uma Shanker Tiwary

We used the Dataset on Emotion using Naturalistic Stimuli (DENS) dataset.

EEG Emotion Recognition

Emotion Recognition With Temporarily Localized 'Emotional Events' in Naturalistic Context

no code implementations • 25 Oct 2022 • Mohammad Asif, Sudhakar Mishra, Majithia Tejas Vinodbhai, Uma Shanker Tiwary

We used EEG signals to classify emotional events on different combinations of Valence(V) and Arousal(A) dimensions and compared the results with benchmark datasets of DEAP and SEED.

EEG Emotion Recognition