Name: Real-Time Embedded System for Speech Emotion Recognition (en Inglés)
SKU: 62583786
Price: 58.09 USD
Availability: InStock
Author: Amiya Kumar Samantaray
ISBN: 9783659718724

portada Real-Time Embedded System for Speech Emotion Recognition (en Inglés)

Real-Time Embedded System for Speech Emotion Recognition (en Inglés)

Formato

Libro Físico

Editorial

Lap Lambert Academic Publishing

Autor

Amiya Kumar Samantaray

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

ISBN13

9783659718724

Real-Time Embedded System for Speech Emotion Recognition (en Inglés)

Amiya Kumar Samantaray (Autor) · Lap Lambert Academic Publishing · Tapa Blanda

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Reseña del libro "Real-Time Embedded System for Speech Emotion Recognition (en Inglés)"

This book is a small endeavor towards creating the possibility for the machines to understand human behavior and emotions. While significant work is being done in order to develop empathetic agents which can identify emotions of the user through eye gaze and facial expressions, a neglected area, especially in the pedagogical context, is the use of voice for detection of alertness, fatigue and emotions. However, such a system has advantages - the ability to work where visual monitoring is expensive, in darkness or where mobile devices cannot provide adequate visual feedback. This book proposes a model for a system capable of identifying emotions as well as alertness and fatigue based entirely on voice interaction. Furthermore, it proposes the development of an engine which can intelligently improve its prediction of emotions and cognitive states based on earlier interaction, and suggest appropriate measures to improve emotions, reduce distractions and mitigate fatigue.