- Natural-, Medical- , Computer Sciences, Technology
- Informatics, IT
- Harnessing Deep Learning for Speech Emotion Recognition
Harnessing Deep Learning for Speech Emotion Recognition
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- ISBN-13:
978-620-8-11947-8
- ISBN-10:
- 6208119472
- EAN:
- 9786208119478
- Book language:
- Blurb/Shorttext:
- 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.
- Publishing house:
- LAP LAMBERT Academic Publishing
- Website:
- https://my.lap-publishing.com
- By (author) :
- Bhanusree Yalamanchili
- Number of pages:
- 80
- Published on:
- 2024-09-30
- Stock:
- Available
- Category:
- Informatics, IT
- Price:
- 43.90 €
- Keywords:
- Artificial Intelligence, Deep Learning, Speech Emotion Recognition, Human Computer Interaction
