Mental Health Companion for Trauma Recovery Using Multi-Modal Emotion Recognition

This paper presents a mental health companion designed to assist students experiencing trauma-induced emotional distress. Using multi-modal emotion recognition, the system integrates speech, facial expressions, and body posture data to provide real-time coping strategies. Our approach enhances accuracy, reduces latency, and improves user satisfaction, making it a valuable tool for trauma recovery and emotional regulation.

Authors

Institutions

Publication Details

Published
2025-03-28
DOI
https://doi.org/10.1109/icdsaai65575.2025.11011760
Primary Topic
Mental Health via Writing
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Mental Health Companion for Trauma Recovery Using Multi-Modal Emotion Recognition

K. P. Sridhar, Sivakumar Balasubramanian, K Nandagopalan
Mental Health via Writing
article

Mental Health Companion for Trauma Recovery Using Multi-Modal Emotion Recognition

K. P. Sridhar, Sivakumar Balasubramanian, K Nandagopalan
article en

Abstract

This paper presents a mental health companion designed to assist students experiencing trauma-induced emotional distress. Using multi-modal emotion recognition, the system integrates speech, facial expressions, and body posture data to provide real-time coping strategies. Our approach enhances accuracy, reduces latency, and improves user satisfaction, making it a valuable tool for trauma recovery and emotional regulation.

Chennai Mathematical Institute (IN)
Gender equality
Openalex Percentile: Top 87%
Mental Health via Writing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Mental Health Companion for Trauma Recovery Using Multi-Modal Emotion Recognition — K. P. Sridhar, Sivakumar Balasubramanian, et al. · (2025) | TGRS Research Map | TGRS