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Introduction to EEG- and Speech-Based Emotion Recognition

Introduction to EEG- and Speech-Based Emotion Recognition
A Book

by Priyanka A. Abhang,Bharti W. Gawali,Suresh C. Mehrotra

  • Publisher : Academic Press
  • Release : 2016-03-23
  • Pages : 198
  • ISBN : 0128045310
  • Language : En, Es, Fr & De
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Introduction to EEG- and Speech-Based Emotion Recognition Methods examines the background, methods, and utility of using electroencephalograms (EEGs) to detect and recognize different emotions. By incorporating these methods in brain-computer interface (BCI), we can achieve more natural, efficient communication between humans and computers. This book discusses how emotional states can be recognized in EEG images, and how this is useful for BCI applications. EEG and speech processing methods are explored, as are the technological basics of how to operate and record EEGs. Finally, the authors include information on EEG-based emotion recognition, classification, and a proposed EEG/speech fusion method for how to most accurately detect emotional states in EEG recordings. Provides detailed insight on the science of emotion and the brain signals underlying this phenomenon Examines emotions as a multimodal entity, utilizing a bimodal emotion recognition system of EEG and speech data Details the implementation of techniques used for acquiring as well as analyzing EEG and speech signals for emotion recognition

ICDSMLA 2019

ICDSMLA 2019
Proceedings of the 1st International Conference on Data Science, Machine Learning and Applications

by Amit Kumar,Marcin Paprzycki,Vinit Kumar Gunjan

  • Publisher : Springer Nature
  • Release : 2020-05-19
  • Pages : 1988
  • ISBN : 9811514208
  • Language : En, Es, Fr & De
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This book gathers selected high-impact articles from the 1st International Conference on Data Science, Machine Learning & Applications 2019. It highlights the latest developments in the areas of Artificial Intelligence, Machine Learning, Soft Computing, Human–Computer Interaction and various data science & machine learning applications. It brings together scientists and researchers from different universities and industries around the world to showcase a broad range of perspectives, practices and technical expertise.

Emotion Recognition

Emotion Recognition
A Pattern Analysis Approach

by Amit Konar,Aruna Chakraborty

  • Publisher : John Wiley & Sons
  • Release : 2014-12-22
  • Pages : 536
  • ISBN : 1118130669
  • Language : En, Es, Fr & De
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Medinfo 2007

Medinfo 2007
Proceedings of the 12th World Congress on Health (medical) Informatics : Building Sustainable Health Systems

by Klaus A. Kuhn,James R. Warren,Tze-Yun Leong

  • Publisher : Ios PressInc
  • Release : 2007
  • Pages : 1499
  • ISBN : 9781586037741
  • Language : En, Es, Fr & De
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The papers presented are refereed and from all over the world. They reflect the breadth and depth of the field of biomedical and health informatics, covering topics such as; health information systems, knowledge and data management, education, standards, consumer health and human factors, emerging technologies, sustainability, organizational and economic issues, genomics, and image and signal processing. As this volume carries such a wide collection, it will be of great interest to anyone engaged in biomedical and health informatics research and application.

Linguistics and Language Behavior Abstracts

Linguistics and Language Behavior Abstracts
LLBA.

by Anonim

  • Publisher : Unknown Publisher
  • Release : 2008
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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EMBC 2004

EMBC 2004
26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society : Conference Proceedings : Linkages for Innovation in Biomedicine : 1-5 September, 2004, San Francisco, California

by IEEE Engineering in Medicine and Biology Society. Conference,IEEE Engineering in Medicine and Biology Society

  • Publisher : IEEE Computer Society Press
  • Release : 2004
  • Pages : 5459
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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"IEEE Catalog Number: 04CH37558"--T.p. verso.

Introduction to Educational Psychology

Introduction to Educational Psychology
A Book

by Hershel D. Thornburg

  • Publisher : West Group
  • Release : 1984
  • Pages : 555
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Proceedings of the ... International Computer Music Conference

Proceedings of the ... International Computer Music Conference
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 2005
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Electrical & Electronics Abstracts

Electrical & Electronics Abstracts
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1997
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Cognitive Neuroscience Society ... Annual Meeting Abstract Program

Cognitive Neuroscience Society ... Annual Meeting Abstract Program
A Book

by Cognitive Neuroscience Society. Meeting

  • Publisher : Unknown Publisher
  • Release : 2008
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Machine Intelligence and Signal Processing

Machine Intelligence and Signal Processing
Proceedings of International Conference, MISP 2019

by Sonali Agarwal,Shekhar Verma,Dharma P. Agrawal

  • Publisher : Springer Nature
  • Release : 2020-02-25
  • Pages : 466
  • ISBN : 981151366X
  • Language : En, Es, Fr & De
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This book features selected high-quality research papers presented at the International Conference on Machine Intelligence and Signal Processing (MISP 2019), held at the Indian Institute of Technology, Allahabad, India, on September 7–10, 2019. The book covers the latest advances in the fields of machine learning, big data analytics, signal processing, computational learning theory, and their real-time applications. The topics covered include support vector machines (SVM) and variants like least-squares SVM (LS-SVM) and twin SVM (TWSVM), extreme learning machine (ELM), artificial neural network (ANN), and other areas in machine learning. Further, it discusses the real-time challenges involved in processing big data and adapting the algorithms dynamically to improve the computational efficiency. Lastly, it describes recent developments in processing signals, for instance, signals generated from IoT devices, smart systems, speech, and videos and addresses biomedical signal processing: electrocardiogram (ECG) and electroencephalogram (EEG).

Proceedings

Proceedings
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 2004
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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The Physics and Psychophysics of Music

The Physics and Psychophysics of Music
An Introduction

by Juan G. Roederer

  • Publisher : Springer
  • Release : 1995
  • Pages : 219
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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This book deals with the physical systems and physiological processes that intervene in music. It analyzes what objective, physical properties of sound are associated with what subjective psychological sensations of music, and it describes how these sound patterns are actually generated in musical instruments, how they propagate through the environment, and how they are detected by the ear and interpreted in the brain. Using the precise language of science, but without complicated mathematics, the author weaves a close mesh of the physics, psychophysics and physiology relevant to music. A prior knowledge of physics, mathematics, physiology or psychology is not required to understand most of the book; it is, however, assumed that the reader is familiar with music - in particular, with musical notation, musical scales and intervals, and some of the basics of musical instruments. --From publisher's description.

Library & Information Science Abstracts

Library & Information Science Abstracts
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 2003
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Progresses in Artificial Intelligence and Neural Systems

Progresses in Artificial Intelligence and Neural Systems
A Book

by Anna Esposito,Marcos Faundez-Zanuy,Francesco Carlo Morabito,Eros Pasero

  • Publisher : Springer Nature
  • Release : 2020-07-09
  • Pages : 613
  • ISBN : 981155093X
  • Language : En, Es, Fr & De
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This book provides an overview of the current advances in artificial intelligence and neural nets. Artificial intelligence (AI) methods have shown great capabilities in modelling, prediction and recognition tasks supporting human–machine interaction. At the same time, the issue of emotion has gained increasing attention due to its relevance in achieving human-like interaction with machines. The real challenge is taking advantage of the emotional characterization of humans’ interactions to make computers interfacing with them emotionally and socially credible. The book assesses how and to what extent current sophisticated computational intelligence tools might support the multidisciplinary research on the characterization of appropriate system reactions to human emotions and expressions in interactive scenarios. Discussing the latest recent research trends, innovative approaches and future challenges in AI from interdisciplinary perspectives, it is a valuable resource for researchers and practitioners in academia and industry.

Japanese Technical Periodical Index

Japanese Technical Periodical Index
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1987
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Abstracts of Lectures, Symposia and Free Communications

Abstracts of Lectures, Symposia and Free Communications
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1980
  • Pages : 819
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Biosignal Processing and Classification Using Computational Learning and Intelligence

Biosignal Processing and Classification Using Computational Learning and Intelligence
Principles, Algorithms and Applications

by Alejandro Antonio Torres Garcia,Carlos Alberto Reyes Garcia,Luis Villasenor-Pineda,Omar Mendoza Montoya

  • Publisher : Academic Press
  • Release : 2021-10-15
  • Pages : 432
  • ISBN : 9780128201251
  • Language : En, Es, Fr & De
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Biosignal Processing and Classification Using Computational Learning and Intelligence: Principles, Algorithms and Applications posits an approach for biosignal processing and classification using computational learning and intelligence, highlighting that the term biosignal refers to all kinds of signals that can be continuously measured and monitored in living beings. The book is composed of four relevant parts. Part One is an introduction to biosignals and their processing. Part Two presents the fundamentals of computational learning (machine learning). Then, the main techniques of computational intelligence are described along with the hybrid systems, which are the resulting combinations of these techniques. The authors focus primarily on the explanation of the most used methods in the last part of this book, which is the most extensive portion of the book. This part consists of a recapitulation of the newest applications in which these techniques have been successfully applied to the biosignals' domain, including EEG-based Brain-Computer Interfaces (BCI), emotion recognition from voice, leukemia recognition, infant cry recognition, epilepsy diagnosis from EEG, and automatic smell recognition. Provides coverage of the fundamentals of signal processing, including sensing the heart, sending the brain, sensing human acoustic, and sensing other organs Includes coverage biosignal pre-processing techniques such as filtering, artifiact removal, and feature extraction techniques such as Fourier transform, wavelet transform, and MFCC Covers the latest techniques in machine learning and computational intelligence, including Supervised Learning, common classifiers, feature selection, dimensionality reduction, fuzzy logic, neural networks, Deep Learning, bio-inspired algorithms, and Hybrid Systems Written by engineers to help engineers, computer scientists, researchers, and clinicians understand the technology and applications of computational learning to biosignal processing

Perceptual cognitive development

Perceptual cognitive development
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1970-02
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Development in Infancy

Development in Infancy
An Introduction

by Marc H. Bornstein,Michael E. Lamb

  • Publisher : McGraw-Hill Humanities, Social Sciences & World Languages
  • Release : 1992
  • Pages : 560
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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This fourth edition of the best-selling topically-organized introduction to infancy reflects the enormous changes that have occurred in our understanding of infants and their place in human development over the past decade.