Analyzing Emotion in Spontaneous Speech
This book captures the current challenges in automatic recognition of emotion in spontaneous speech and makes an effort to explain, elaborate, and propose possible solutions. Intelligent human–computer interaction (iHCI) systems thrive on several technolo
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lyzing Emotion in Spontaneous Speech
Analyzing Emotion in Spontaneous Speech
Rupayan Chakraborty Meghna Pandharipande Sunil Kumar Kopparapu •
Analyzing Emotion in Spontaneous Speech
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Rupayan Chakraborty Speech and Natural Language Processing TCS Research and Innovation—Mumbai Tata Consultancy Services Limited Thane, Maharashtra India
Sunil Kumar Kopparapu Speech and Natural Language Processing TCS Research and Innovation—Mumbai Tata Consultancy Services Limited Thane, Maharashtra India
Meghna Pandharipande Speech and Natural Language Processing TCS Research and Innovation—Mumbai Tata Consultancy Services Limited Thane, Maharashtra India
ISBN 978-981-10-7673-2 ISBN 978-981-10-7674-9 https://doi.org/10.1007/978-981-10-7674-9
(eBook)
Library of Congress Control Number: 2017961753 © Springer Nature Singapore Pte Ltd. 2017 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Printed on acid-free paper This Springer imprint is published by Springer Nature The registered company is Springer Nature Singapore Pte Ltd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore
I dedicate this book to my Parents, my Sister, and my Wife —Rupayan Chakraborty This book is for you, Baba. You left fingerprints of grace on our lives. As you look down from heaven, I hope you’re proud of your little girl. —Meghna Pandharipande To all those who do not express their emotions explicitly and hope to be understood! —Sunil Kumar Kopparapu
Preface
Emotions are part and parcel of our day-to-day lives. Sometimes we express them, and sometimes we do not express them explicitly. Though they are interlaced in our day-to-day lives, it is by no means easy to define emotion, and as a result, there is no consensus on an acceptable definition of emotion. Wikipedia defines it as “any conscious experience characterized by intense mental activity an
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