Download Introduction To Eeg And Speech Based Emotion Recognition Book PDF

Download full Introduction To Eeg And Speech Based Emotion Recognition books PDF, EPUB, Tuebl, Textbook, Mobi or read online Introduction To Eeg And Speech Based Emotion Recognition anytime and anywhere on any device. Get free access to the library by create an account, fast download and ads free. We cannot guarantee that every book is in the library.

Introduction to EEG- and Speech-Based Emotion Recognition

Introduction to EEG- and Speech-Based Emotion Recognition
  • Author : Priyanka A. Abhang,Bharti W. Gawali,Suresh C. Mehrotra
  • Publisher :Unknown
  • Release Date :2016-03-23
  • Total pages :198
  • ISBN : 9780128045312
GET BOOK HERE

Summary : 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
  • Author : Amit Kumar
  • Publisher :Unknown
  • Release Date :2021
  • Total pages :229
  • ISBN : 9789811514203
GET BOOK HERE

Summary :

Brain-Computer Interface Systems

Brain-Computer Interface Systems
  • Author : Reza Fazel-Rezai
  • Publisher :Unknown
  • Release Date :2013-06-05
  • Total pages :280
  • ISBN : 9789535111344
GET BOOK HERE

Summary : Brain-Computer Interface (BCI) systems allow communication based on a direct electronic interface which conveys messages and commands directly from the human brain to a computer. In the recent years, attention to this new area of research and the number of publications discussing different paradigms, methods, signal processing algorithms, and applications have been increased dramatically. The objective of this book is to discuss recent progress and future prospects of BCI systems. The topics discussed in this book are: important issues concerning end-users; approaches to interconnect a BCI system with one or more applications; several advanced signal processing methods (i.e., adaptive network fuzzy inference systems, Bayesian sequential learning, fractal features and neural networks, autoregressive models of wavelet bases, hidden Markov models, equivalent current dipole source localization, and independent component analysis); review of hybrid and wireless techniques used in BCI systems; and applications of BCI systems in epilepsy treatment and emotion detections.

Transactions on Computational Science XII

Transactions on Computational Science XII
  • Author : Anonim
  • Publisher :Unknown
  • Release Date :2011-07-27
  • Total pages :279
  • ISBN : 9783642223358
GET BOOK HERE

Summary : The 12th issue of the Transactions on Computational Science journal, edited by Alexei Sourin and Olga Sourina, is devoted to the topic of cyberworlds. The 13 papers in the volume constitute revised and extended versions of a selection of contributions presented at CW 2010, the 20th International Conference on Cyberworlds, held in Singapore in October 2010. The selected papers span the areas of tangible interfaces, emotion recognition, haptic modeling, decision making under uncertainty, reliability measures, use of biometrics for avatar recognition, cybernavigation, multiuser virtual environments, spatial data sampling, web visualization, and interactive character animation system design.

Emotion Recognition

Emotion Recognition
  • Author : Amit Konar,Aruna Chakraborty
  • Publisher :Unknown
  • Release Date :2014-12-22
  • Total pages :536
  • ISBN : 9781118130667
GET BOOK HERE

Summary :

Emotion and Attention Recognition Based on Biological Signals and Images

Emotion and Attention Recognition Based on Biological Signals and Images
  • Author : Seyyed Abed Hosseini
  • Publisher :Unknown
  • Release Date :2017-02-08
  • Total pages :96
  • ISBN : 9789535129158
GET BOOK HERE

Summary : Emotion, stress, and attention recognition are the most important aspects in neuropsychology, cognitive science, neuroscience, and engineering. Biological signals and images processing such as galvanic skin response (GSR), electrocardiography (ECG), heart rate variability (HRV), electromyography (EMG), electroencephalography (EEG), event-related potentials (ERP), eye tracking, functional near-infrared spectroscopy (fNIRS), and functional magnetic resonance imaging (fMRI) have a great help in understanding the mentioned cognitive processes. Emotion, stress, and attention recognition systems based on different soft computing approaches have many engineering and medical applications. The book Emotion and Attention Recognition Based on Biological Signals and Images attempts to introduce the different soft computing approaches and technologies for recognition of emotion, stress, and attention, from a historical development, focusing particularly on the recent development of the field and its specialization within neuropsychology, cognitive science, neuroscience, and engineering. The basic idea is to present a common framework for the neuroscientists from diverse backgrounds in the cognitive neuroscience to illustrate their theoretical and applied research findings in emotion, stress, and attention.

Emotion Recognition

Emotion Recognition
  • Author : Amit Konar,Aruna Chakraborty
  • Publisher :Unknown
  • Release Date :2014-12-22
  • Total pages :536
  • ISBN : 9781118130667
GET BOOK HERE

Summary :

Music Emotion Recognition

Music Emotion Recognition
  • Author : Yi-Hsuan Yang,Homer H. Chen
  • Publisher :Unknown
  • Release Date :2011-02-22
  • Total pages :261
  • ISBN : 9781439850473
GET BOOK HERE

Summary : Providing a complete review of existing work in music emotion developed in psychology and engineering, Music Emotion Recognition explains how to account for the subjective nature of emotion perception in the development of automatic music emotion recognition (MER) systems. Among the first publications dedicated to automatic MER, it begins with

Bioelectromagnetism

Bioelectromagnetism
  • Author : Jaakko Malmivuo,Professor of Bioelectromagnetism and Head of the Ragnar Granit Institute Jaakko Malmivuo,Robert Plonsey,Professor of Biomedical Engineering Robert Plonsey
  • Publisher :Unknown
  • Release Date :1995
  • Total pages :482
  • ISBN : 0195058232
GET BOOK HERE

Summary : This text applies engineering science and technology to biological cells and tissues that are electrically conducting and excitable. It describes the theory and a wide range of applications in both electric and magnetic fields.

Innovations in Electronics and Communication Engineering

Innovations in Electronics and Communication Engineering
  • Author : H. S. Saini,Ravi Kishore Singh,Vishal M. Patel,K. Santhi,S.V. Ranganayakulu
  • Publisher :Unknown
  • Release Date :2018-08-28
  • Total pages :500
  • ISBN : 9789811082047
GET BOOK HERE

Summary : The book is a collection of best selected research papers presented at 6th International Conference on Innovations in Electronics and Communication Engineering at Guru Nanak Institutions Hyderabad, India. The book presents works from researchers, technocrats and experts about latest technologies in electronic and communication engineering. The book covers various streams of communication engineering like signal processing, VLSI design, embedded systems, wireless communications, and electronics and communications in general. The authors have discussed the latest cutting edge technology and the volume will serve as a reference for young researchers.

Natural and Artificial Computation for Biomedicine and Neuroscience

Natural and Artificial Computation for Biomedicine and Neuroscience
  • Author : José Manuel Ferrández Vicente,José Ramón Álvarez-Sánchez,Félix de la Paz López,Javier Toledo Moreo,Hojjat Adeli
  • Publisher :Unknown
  • Release Date :2017-06-10
  • Total pages :476
  • ISBN : 9783319597409
GET BOOK HERE

Summary : The two volumes LNCS 10337 and 10338 constitute the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, held in Corunna, Spain, in June 2017. The total of 102 full papers was carefully reviewed and selected from 194 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on natural and artificial computation for biomedicine and neuroscience, addressing topics such as theoretical neural computation; models; natural computing in bioinformatics; physiological computing in affective smart environments; emotions; as well as signal processing and machine learning applied to biomedical and neuroscience applications. The second volume deals with biomedical applications, based on natural and artificial computing and addresses topics such as biomedical applications; mobile brain computer interaction; human robot interaction; deep learning; machine learning applied to big data analysis; computational intelligence in data coding and transmission; and applications.

Visual Mismatch Negativity (vMMN): a Prediction Error Signal in the Visual Modality

Visual Mismatch Negativity (vMMN): a Prediction Error Signal in the Visual Modality
  • Author : Gabor Stefanics,István Czigler
  • Publisher :Unknown
  • Release Date :2015-06-04
  • Total pages :229
  • ISBN : 9782889195602
GET BOOK HERE

Summary : Current theories of visual change detection emphasize the importance of conscious attention to detect unexpected changes in the visual environment. However, an increasing body of studies shows that the human brain is capable of detecting even small visual changes, especially if such changes violate non-conscious probabilistic expectations based on repeating experiences. In other words, our brain automatically represents statistical regularities of our visual environmental. Since the discovery of the auditory mismatch negativity (MMN) event-related potential (ERP) component, the majority of research in the field has focused on auditory deviance detection. Such automatic change detection mechanisms operate in the visual modality too, as indicated by the visual mismatch negativity (vMMN) brain potential to rare changes. VMMN is typically elicited by stimuli with infrequent (deviant) features embedded in a stream of frequent (standard) stimuli, outside the focus of attention. In this research topic we aim to present vMMN as a prediction error signal. Predictive coding theories account for phenomena such as mismatch negativity and repetition suppression, and place them in a broader context of a general theory of cortical responses. A wide range of vMMN studies has been presented in this Research Topic. Twelve articles address roughly four general sub-themes including attention, language, face processing, and psychiatric disorders. Additionally, four articles focused on particular subjects such as the oblique effect, object formation, and development and time-frequency analysis of vMMN. Furthermore, a review paper presented vMMN in a hierarchical predictive coding framework. Each paper in this Research Topic is a valuable contribution to the field of automatic visual change detection and deepens our understanding of the short term plasticity underlying predictive processes of visual perceptual learning.

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2017

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2017
  • Author : Aboul Ella Hassanien,Khaled Shaalan,Tarek Gaber,Mohamed F. Tolba
  • Publisher :Unknown
  • Release Date :2017-08-30
  • Total pages :917
  • ISBN : 9783319648613
GET BOOK HERE

Summary : This book gathers the proceedings of the 3rd International Conference on Advanced Intelligent Systems and Informatics 2017 (AISI2017), which took place in Cairo, Egypt from September 9 to 11, 2017. This international and interdisciplinary conference, which highlighted essential research and developments in the field of informatics and intelligent systems, was organized by the Scientific Research Group in Egypt (SRGE). The book’s content is divided into five main sections: Intelligent Language Processing, Intelligent Systems, Intelligent Robotics Systems, Informatics, and the Internet of Things.

Speech and Computer

Speech and Computer
  • Author : Albert Ali Salah,Alexey Karpov,Rodmonga Potapova
  • Publisher :Unknown
  • Release Date :2019-09-14
  • Total pages :580
  • ISBN : 9783030260613
GET BOOK HERE

Summary : This book constitutes the proceedings of the 21st International Conference on Speech and Computer, SPECOM 2019, held in Istanbul, Turkey, in August 2019. The 57 papers presented were carefully reviewed and selected from 86 submissions. The papers present current research in the area of computer speech processing including audio signal processing, automatic speech recognition, speaker recognition, computational paralinguistics, speech synthesis, sign language and multimodal processing, and speech and language resources.

EEG Signal Processing

EEG Signal Processing
  • Author : Saeid Sanei,Jonathon A. Chambers
  • Publisher :Unknown
  • Release Date :2013-05-28
  • Total pages :312
  • ISBN : 9781118691236
GET BOOK HERE

Summary : Electroencephalograms (EEGs) are becoming increasingly important measurements of brain activity and they have great potential for the diagnosis and treatment of mental and brain diseases and abnormalities. With appropriate interpretation methods they are emerging as a key methodology to satisfy the increasing global demand for more affordable and effective clinical and healthcare services. Developing and understanding advanced signal processing techniques for the analysis of EEG signals is crucial in the area of biomedical research. This book focuses on these techniques, providing expansive coverage of algorithms and tools from the field of digital signal processing. It discusses their applications to medical data, using graphs and topographic images to show simulation results that assess the efficacy of the methods. Additionally, expect to find: explanations of the significance of EEG signal analysis and processing (with examples) and a useful theoretical and mathematical background for the analysis and processing of EEG signals; an exploration of normal and abnormal EEGs, neurological symptoms and diagnostic information, and representations of the EEGs; reviews of theoretical approaches in EEG modelling, such as restoration, enhancement, segmentation, and the removal of different internal and external artefacts from the EEG and ERP (event-related potential) signals; coverage of major abnormalities such as seizure, and mental illnesses such as dementia, schizophrenia, and Alzheimer’s disease, together with their mathematical interpretations from the EEG and ERP signals and sleep phenomenon; descriptions of nonlinear and adaptive digital signal processing techniques for abnormality detection, source localization and brain-computer interfacing using multi-channel EEG data with emphasis on non-invasive techniques, together with future topics for research in the area of EEG signal processing. The information within EEG Signal Processing has the potential to enhance the clinically-related information within EEG signals, thereby aiding physicians and ultimately providing more cost effective, efficient diagnostic tools. It will be beneficial to psychiatrists, neurophysiologists, engineers, and students or researchers in neurosciences. Undergraduate and postgraduate biomedical engineering students and postgraduate epileptology students will also find it a helpful reference.

Random Signal Processing

Random Signal Processing
  • Author : Shaila Dinkar Apte
  • Publisher :Unknown
  • Release Date :2017-08-15
  • Total pages :440
  • ISBN : 9781351651394
GET BOOK HERE

Summary : This book covers random signals and random processes along with estimation of probability density function, estimation of energy spectral density and power spectral density. The properties of random processes and signal modelling are discussed with basic communication theory estimation and detection. MATLAB simulations are included for each concept with output of the program with case studies and project ideas. The chapters progressively introduce and explain the concepts of random signals and cover multiple applications for signal processing. The book is designed to cater to a wide audience starting from the undergraduates (electronics, electrical, instrumentation, computer, and telecommunication engineering) to the researchers working in the pertinent fields. Key Features: • Aimed at random signal processing with parametric signal processing-using appropriate segment size. • Covers speech, image, medical images, EEG and ECG signal processing. • Reviews optimal detection and estimation. • Discusses parametric modeling and signal processing in transform domain. • Includes MATLAB codes and relevant exercises, case studies and solved examples including multiple choice questions

Emotion Recognition and Understanding for Emotional Human-Robot Interaction Systems

Emotion Recognition and Understanding for Emotional Human-Robot Interaction Systems
  • Author : Luefeng Chen
  • Publisher :Unknown
  • Release Date :2021
  • Total pages :229
  • ISBN : 9783030615772
GET BOOK HERE

Summary :

Understanding Emotions

Understanding Emotions
  • Author : Anonim
  • Publisher :Unknown
  • Release Date :2006-11-13
  • Total pages :522
  • ISBN : 0080466060
GET BOOK HERE

Summary : Emotions shape all aspects of our thinking and behavior, particularly when we communicate with others. How does our brain respond to emotions conveyed by picture media, human faces, voices, and written language? How do we integrate this information in social interaction? What goes wrong in the brains of people suffering from emotional disorders? This book reviews modern neuroscientific and psychological research providing answers to these questions. In this volume, leading researchers give comprehensive overviews of the current knowledge on different aspects of emotional perception and the underlying brain mechanisms and highlight outstanding research questions for the future. This book provides essential information for other researchers in the fields of affective and cognitive neuroscience as well as for advanced students.

Human-Robot Interaction

Human-Robot Interaction
  • Author : Gholamreza Anbarjafari,Sergio Escalera
  • Publisher :Unknown
  • Release Date :2018-07-04
  • Total pages :184
  • ISBN : 9781789233162
GET BOOK HERE

Summary : This book takes the vocal and visual modalities and human-robot interaction applications into account by considering three main aspects, namely, social and affective robotics, robot navigation, and risk event recognition. This book can be a very good starting point for the scientists who are about to start their research work in the field of human-robot interaction.

Machine Learning for Face, Emotion, and Pain Recognition

Machine Learning for Face, Emotion, and Pain Recognition
  • Author : Gholamreza Anbarjafari,Jelena Gorbova,Rain Eric Hammer,Pejman Rasti,Fatemeh Noroozi
  • Publisher :Unknown
  • Release Date :2018
  • Total pages :106
  • ISBN : 1510619860
GET BOOK HERE

Summary : This Spotlight explains how to build an automated system for face, emotion, and pain recognition. These steps include pre-processing, face detection and segmentation, feature extraction, and finally and most importantly, recognition to classify features and show the accuracy of the system. State-of-the-art algorithms are used to describe all possible solutions of each step. Pre-processing involves algorithms to reduce noise and improve the illumination of images. For face detection and segmentation, several approaches are described to detect a face in images: Viola-Jones, color-based approaches, histogram-based approaches, and morphological operation. Local binary patterns, edge detectors, wavelets, discrete Cosine transformation, Gabor filters, and fuzzified features are used for feature extraction. The last step includes three approaches for recognition: classification techniques (with a special focus on deep learning), statistical modeling, and distance/similarity measures.

Cognition, Brain, and Consciousness

Cognition, Brain, and Consciousness
  • Author : Bernard J. Baars,Nicole M. Gage
  • Publisher :Unknown
  • Release Date :2010-02-04
  • Total pages :672
  • ISBN : 0123814405
GET BOOK HERE

Summary : Cognition, Brain, and Consciousness, Second Edition, provides students and readers with an overview of the study of the human brain and its cognitive development. It discusses brain molecules and their primary function, which is to help carry brain signals to and from the different parts of the human body. These molecules are also essential for understanding language, learning, perception, thinking, and other cognitive functions of our brain. The book also presents the tools that can be used to view the human brain through brain imaging or recording. New to this edition are Frontiers in Cognitive Neuroscience text boxes, each one focusing on a leading researcher and their topic of expertise. There is a new chapter on Genes and Molecules of Cognition; all other chapters have been thoroughly revised, based on the most recent discoveries. This text is designed for undergraduate and graduate students in Psychology, Neuroscience, and related disciplines in which cognitive neuroscience is taught. New edition of a very successful textbook Completely revised to reflect new advances, and feedback from adopters and students Includes a new chapter on Genes and Molecules of Cognition Student Solutions available at http://www.baars-gage.com/ For Teachers: Rapid adoption and course preparation: A wide array of instructor support materials are available online including PowerPoint lecture slides, a test bank with answers, and eFlashcords on key concepts for each chapter. A textbook with an easy-to-understand thematic approach: in a way that is clear for students from a variety of academic backgrounds, the text introduces concepts such as working memory, selective attention, and social cognition. A step-by-step guide for introducing students to brain anatomy: color graphics have been carefully selected to illustrate all points and the research explained. Beautifully clear artist's drawings are used to 'build a brain' from top to bottom, simplifying the layout of the brain. For students: An easy-to-read, complete introduction to mind-brain science: all chapters begin from mind-brain functions and build a coherent picture of their brain basis. A single, widely accepted functional framework is used to capture the major phenomena. Learning Aids include a student support site with study guides and exercises, a new Mini-Atlas of the Brain and a full Glossary of technical terms and their definitions. Richly illustrated with hundreds of carefully selected color graphics to enhance understanding.