Emotion-Aware Web Interfaces: Integrating Face & Voice AI into MERN Stack Applications
Year: 2025
Type: article
Abstract: Note: This work is intended for non-commercial academic or educational purposes only. Commercial use or redistribution is strictly prohibited without explicit permission from the author (Rohit Kumar Saini). License override: CC-BY-NC-ND-4.0 equivalent.This paper presents a novel AI-powered web interface system using the MERN stack (MongoDB, Express, React, Node.js) integrated with DeepFace and Whisper for real-time emotion detection through facial expressions and voice tone analysis. The system adapts UI based on users’ emotional states to enhance human-computer interaction in education, mental health, and productivity platforms.
Author: Saini, Rohit Kumar
Institution: Indian Space Research Organisation
Language: English
Topic: Emotion and Mood Recognition
Subfield: Experimental and Cognitive Psychology
Field: Psychology
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W6893334774
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