Voice Analysis for Stress Detection and Application in Virtual Reality to Improve Public Speaking in Real-time: A Review

08/01/2022
by   arushi, et al.
0

Stress during public speaking is common and adversely affects performance and self-confidence. Extensive research has been carried out to develop various models to recognize emotional states. However, minimal research has been conducted to detect stress during public speaking in real time using voice analysis. In this context, the current review showed that the application of algorithms was not properly explored and helped identify the main obstacles in creating a suitable testing environment while accounting for current complexities and limitations. In this paper, we present our main idea and propose a stress detection computational algorithmic model that could be integrated into a Virtual Reality (VR) application to create an intelligent virtual audience for improving public speaking skills. The developed model, when integrated with VR, will be able to detect excessive stress in real time by analysing voice features correlated to physiological parameters indicative of stress and help users gradually control excessive stress and improve public speaking performance

READ FULL TEXT

page 8

page 23

page 24

page 25

research
10/12/2020

Evaluating the Effect of Audience in a Virtual Reality Presentation Training Tool

Public speaking is an essential skill in everyone's professional or acad...
research
09/29/2022

Reducing Stress and Anxiety in the Metaverse: A Systematic Review of Meditation, Mindfulness and Virtual Reality

Meditation, or mindfulness, is widely used to improve mental health. Wit...
research
07/09/2021

Multi-level Stress Assessment from ECG in a Virtual Reality Environment using Multimodal Fusion

ECG is an attractive option to assess stress in serious Virtual Reality ...
research
10/13/2020

Real-Time Detection of Simulator Sickness in Virtual Reality Games Based on Players' Psychophysiological Data during Gameplay

Virtual Reality (VR) technology has been proliferating in the last decad...
research
09/01/2023

A Multisensory Approach to Virtual Reality Stress Reduction

Forest bathing is a nature immersion practice that reduces stress, resto...
research
09/30/2020

A Virtual Reality Game as a Tool to Assess Physiological Correlations of Stress

The objective of this study is to develop and use a virtual reality game...
research
12/01/2020

A Review of Deep Learning Approaches to EEG-Based Classification of Cybersickness in Virtual Reality

Cybersickness is an unpleasant side effect of exposure to a virtual real...

Please sign up or login with your details

Forgot password? Click here to reset