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

An Affective Video Database using Multimedia Content Analysis rated on Indian samples

no code implementations • 18 Oct 2022 • Sudhakar Mishra, Narayanan Srinivasan, Uma Shanker Tiwary

Moreover, the available dataset on affective multimedia content has some experimenter bias in the initial manual selection of affective multimedia content.

Analysis of Microstate Organization During Emotional Events

no code implementations • 16 Oct 2022 • Sudhakar Mishra, Narayanan Srinivasan, Uma Shanker Tiwary

A set of MS related to neutral condition was source localized to brain regions involved in higher-level sensory feature processing.

EEG

Real-time Emotion and Gender Classification using Ensemble CNN

no code implementations • 15 Nov 2021 • Abhinav Lahariya, Varsha Singh, Uma Shanker Tiwary

This paper is the implementation of an Ensemble CNN for building a real-time system that can detect emotion and gender of the person.

Classification Emotion Classification +1

Analyzing Effect of Repeated Reading on Oral Fluency and Narrative Production for Computer-Assisted Language Learning

no code implementations • 25 Jun 2020 • Santosh Kumar Barnwal, Uma Shanker Tiwary

Repeated reading (RR) helps learners, who have little to no experience with reading fluently to gain confidence, speed and process words automatically.

Sentiment Analysis: An Empirical Comparative Study of Various Machine Learning Approaches

no code implementations • WS 2017 • Swapnil Jain, Shrikant Malviya, Rohit Mishra, Uma Shanker Tiwary

BIG-bench Machine Learning Sentiment Analysis

A Hybrid Approach For Hindi-English Machine Translation

1 code implementation • 6 Feb 2017 • Omkar Dhariya, Shrikant Malviya, Uma Shanker Tiwary

In this paper, an extended combined approach of phrase based statistical machine translation (SMT), example based MT (EBMT) and rule based MT (RBMT) is proposed to develop a novel hybrid data driven MT system capable of outperforming the baseline SMT, EBMT and RBMT systems from which it is derived.

Machine Translation Translation

Structural Analysis of Hindi Phonetics and A Method for Extraction of Phonetically Rich Sentences from a Very Large Hindi Text Corpus

no code implementations • 30 Jan 2017 • Shrikant Malviya, Rohit Mishra, Uma Shanker Tiwary

Essentially, the set of phonetically rich sentences has to cover all possible phone units distributed uniformly.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2