An innovative new tool draws on emojis to improve consumer sentiment analysis

In today's hyperconnected world, social media has become a critical channel for businesses to understand consumers. While ...
Frontiers

An in-depth exploration of machine learning methods for mental health state detection: a systematic review and analysis

Introduction: The global rise in mental health issues has become a significant public health challenge, exacerbated by the reluctance of many individuals to share their mental health concerns due to ...
IEEE

Hybrid Deep Learning Algorithm for Real-Time Emotion Detection from Facial Expressions

Abstract: Effective and real-time facial expression detection is becoming increasingly crucial in affective computing, intelligent user interfaces, and mental health screening to comprehend human ...
IEEE

Real-time Speech Emotion Detection in Employees using Multimodal Emotion Recognition

Abstract: The real-time speech emotion recognition system presented in this paper integrates both speech signals and facial expressions to assess employee stress and emotional states effectively in ...