Emotion Recognition in Continuous Mandarin Chinese Speech PDF Download

Author: Jun-Heng Yeh
Publisher: LAP Lambert Academic Publishing
ISBN: 9783848443932
Category : Chinese language
Languages : en
Pages : 184

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Book Description
In this work, 14 emotions, including 6 full-brown emotions: anger, boredom, fear, happiness, neutrality, and sadness, 8 underlying emotions: anxiety, despair, disgust, gratefulness, love, praise, shame, and surprise, are explored for emotion recognition study using speech processing and pattern recognition methods in the emotional space theory. A new emotional corpus, Mandarin Chinese Emotional Corpus 2010 (MCEC2010), is built up by 34 professional voice actors/actresses. This corpus consists of 19,136 short utterances recorded by voice actors/actresses and 472,017 emotional annotations labeled by 26 annotators who didn t participate in the voice collection. And all emotional expression of segments will be mapped into the PAD (Pleasure-Arousal-Dominance) emotional space. By this visualizing presentation, it can not only quantify different emotional expressions in the utterance, but observe the gradual changes of different emotional expressions during dialogue. I hope that the content of this book can improve your knowledge of speech processing and emotion recognition.

Author: Tsang-Long Pao
Publisher:
ISBN: 9789537619152
Category :
Languages : en
Pages :

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Book Description
In recent years, emotion recognition is used in more and more applications. In this study, the emotion recognition from continuous speech is realized. Emotion recognition used in real world can be expected soon. The application in the call-centre can help the customer service personnel to better serve the customer. Endpoint detection is used to segment the continuous speech. The feature sets are 12 LPCCs and 20 MFCCs. The classifier is D-KNN with Fibonacci series weighting. The recognition accuracy of 83% is obtained. It is not easy to obtain the emotional corpus, especially continuous emotional corpus. In the future, it is necessary to get more emotional speech corpora, and hope to collect them in various forms, such as recording in a noisy environment or not so perfect sound quality. In real life, speeches do not always be recorded in a quiet environment or with high quality devices. The emotion recognition from continuous speech can be used in business, such as call centre. If the real-time system is going to be realized, the performance of the program must be improved. In other words, the programming language need to be changed to that can be used not only in personal computers but also in other devices, such as personal digital assistants (PDAs) or mobile phones.

Author: Shuichi Fukuda
Publisher: Springer
ISBN: 3319115553
Category : Technology & Engineering
Languages : en
Pages : 120

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Book Description
This book examines how theories of human emotion can be applied to engineering in order to improve product design and value. ‘Emotional Engineering Vol. 3’ establishes the idea that customer satisfaction can be maximised by using knowledge and experience in a more flexible manner to respond to a fast-changing world. This integration of emotion and knowledge introduces the reader to the concept of Wisdom Engineering. It also highlights the importance of emotion in creating value for the customer, and how this can be achieved by acknowledging a customer’s creativity and by facilitating the customization of products for their needs and preferences. As has been identified by neuroscientists, emotion and reason are strongly interconnected, and the increasing complexities and diversification found in the products we use demonstrates the growing significance of emotion when designing these products. Society is comprised of humans and artificial products; their integration is important when considering product design, and improving quality-of-life for the customer. ‘Emotional Engineering Vol. 3’ builds on Dr Fukuda’s previous books, ‘Emotional Engineering’ and ‘Emotional Engineering Vol. 2’, and is intended for researchers and professionals in engineering, psychology, management of technology, economics.

Author: Yu Gu
Publisher:
ISBN:
Category :
Languages : en
Pages : 175

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Book Description

Author: Keikichi Hirose
Publisher: Springer
ISBN: 3662452588
Category : Language Arts & Disciplines
Languages : en
Pages : 212

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Book Description
The volume addresses issues concerning prosody generation in speech synthesis, including prosody modeling, how we can convey para- and non-linguistic information in speech synthesis, and prosody control in speech synthesis (including prosody conversions). A high level of quality has already been achieved in speech synthesis by using selection-based methods with segments of human speech. Although the method enables synthetic speech with various voice qualities and speaking styles, it requires large speech corpora with targeted quality and style. Accordingly, speech conversion techniques are now of growing interest among researchers. HMM/GMM-based methods are widely used, but entail several major problems when viewed from the prosody perspective; prosodic features cover a wider time span than segmental features and their frame-by-frame processing is not always appropriate. The book offers a good overview of state-of-the-art studies on prosody in speech synthesis.

Author: Pietro Cipresso
Publisher: Springer
ISBN: 3319115642
Category : Medical
Languages : en
Pages : 168

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Book Description
This book constitutes revised post-proceedings of the 4th International Symposium on Pervasive Computing Paradigms for Mental Health, MindCare 2014, held in Tokyo, Japan, in May 2014. The 11 full and 5 short papers presented were carefully reviewed and selected from 26 submissions for inclusion in the proceedings. The papers are organized in topical sections on recognition and assessment, mental health management, improving communication, depression, and self-applied treatments.

Author: Dr.M.S.Loganathan
Publisher: Shanlax Publications
ISBN: 8119042670
Category : Business & Economics
Languages : en
Pages : 216

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Book Description
The goal of CRYSTAL 2023's "INSPIRING 7G'S IN BUSINESS GROWTH AND SUSTAINABILITY" Conference Proceedings is to educate readers about the conference's theme. A framework for business growth known as "The 7G's" identifies seven crucial areas on which businesses should concentrate in order to experience sustained growth. Businesses can lay a strong foundation for development and long-term success by concentrating on these 7Gs. The publisher is looking for more scholars to develop novel ideologies and provide the groundwork for upcoming ventures. This book includes the research papers of numerous authors who conducted marketing research to help the present marketing environment.

Author: Luiz Moutinho
Publisher: Routledge
ISBN: 1136242856
Category : Business & Economics
Languages : en
Pages : 698

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Book Description
The Routledge Companion to the Future of Marketing provides the reader with a comprehensive and original set of visionary insights into the future of marketing. This prestigious collection aims to challenge the mindset of academics, moving their thinking processes from current thinking into new perspectives and advances in marketing knowledge. Selected Contents: Part 1: New Paradigms and Philosophical Insights Part 2: Contributions from other Scientific Fields Part 3: Reconnecting with Consumers and Markets Part 4: New Methodological Insights in Scholarly Research in the Field

Author: Shane Pinder
Publisher: BoD – Books on Demand
ISBN: 953761915X
Category : Computers
Languages : en
Pages : 614

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Book Description
In these 34 chapters, we survey the broad disciplines that loosely inhabit the study and practice of human-computer interaction. Our authors are passionate advocates of innovative applications, novel approaches, and modern advances in this exciting and developing field. It is our wish that the reader consider not only what our authors have written and the experimentation they have described, but also the examples they have set.

Author: Chin-Hui Lee
Publisher: World Scientific
ISBN: 9812569049
Category : Language Arts & Disciplines
Languages : en
Pages : 563

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Book Description
After decades of research activity, Chinese spoken language processing (CSLP) has advanced considerably both in practical technology and theoretical discovery. In this book, the editors provide both an introduction to the field as well as unique research problems with their solutions in various areas of CSLP. The contributions represent pioneering efforts ranging from CSLP principles to technologies and applications, with each chapter encapsulating a single problem and its solutions.A commemorative volume for the 10th anniversary of the international symposium on CSLP in Singapore, this is a valuable reference for established researchers and an excellent introduction for those interested in the area of CSLP.