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

Yalamanchili, Bhanusree

 
9786208119478: Harnessing Deep Learning for Speech Emotion Recognition: Mastering Deep Learning for Speech Emotion Recognition: Techniques, Challenges, and Applications
Softcover
ISBN 10: 6208119472 ISBN 13: 9786208119478
Verlag: LAP LAMBERT Academic Publishing, 2024

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

Dr.Bhanusree Yalamanchili works in the Department of CSE-(CyS, DS) and AI&DS in VNRVJIET, Hyderabad, Telangana, INDIA. She is a passionate teacher, quick learner, and researcher. Her research interests are Artificial Intelligence, Geo-Spatial engineering, and Sustainable Development Goals.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2024
Sprache
Englisch
ISBN 10 
6208119472
ISBN 13 
9786208119478
Einband
Taschenbuch
Anzahl der Seiten
80
Kontakt zum Hersteller
SIA OmniScriptum Publishing
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland