Harnessing Deep Learning for Speech Emotion Recognition: Mastering Deep Learning for Speech Emotion Recognition: Techniques, Challenges, and Applications

Yalamanchili, Bhanusree

ISBN 10: 6208119472 / ISBN 13: 9786208119478

Published by LAP LAMBERT Academic Publishing, 2024

About this Item

Seller Inventory # I-9786208119478

Bibliographic Details

• Title: Harnessing Deep Learning for Speech Emotion Recognition: Mastering Deep Learning for Speech Emotion Recognition: Techniques, Challenges, and Applications
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2024
• Language: English
• ISBN 10: 6208119472
• ISBN 13: 9786208119478
• Binding: Soft cover
• Condition: New

About this title

Synopsis

Human emotion recognition is a crucial component of Human-Computer Interaction (HCI), as emotions are often conveyed through facial expressions, body language, and speech. Among these, speech-based emotion recognition stands out due to its simplicity, low cost, and reduced privacy concerns. Speech Emotion Recognition (SER) involves categorizing emotions such as neutral, sadness, fear, anger, surprise, disgust, and happiness using speech signals. This book explores innovative Deep Learning algorithms designed to accurately identify and classify human emotional states based on speech patterns.