Introduction to EEG and Speech Based Emotion Recognition

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

Produk Detail:

  • Author : Priyanka A. Abhang
  • Publisher : Academic Press
  • Pages : 198 pages
  • ISBN : 0128045310
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKIntroduction to EEG and Speech Based Emotion Recognition

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 : Academic Press
  • Release : 23 March 2016
GET THIS BOOKIntroduction to EEG- and Speech-Based Emotion Recognition

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

The Routledge Companion to Marketing Research

The Routledge Companion to Marketing Research
  • Author : Len Tiu Wright,Luiz Moutinho,Merlin Stone,Richard P. Bagozzi
  • Publisher : Routledge
  • Release : 28 June 2021
GET THIS BOOKThe Routledge Companion to Marketing Research

This single-volume reference provides an alternative to traditional marketing research methods handbooks, focusing entirely on the new and innovative methods and technologies that are transforming marketing research and practice. Including original contributions and case studies from leading global specialists, this handbook covers many pioneering methods, such as: Methods for the analysis of user- and customer-generated data, including opinion mining and sentiment analysis Big data Neuroscientific techniques and physiological measures Voice prints Human–computer interaction Emerging approaches such as shadowing, netnographies

Neuropsychogical Trends 25 - April 2019

Neuropsychogical Trends 25 - April 2019
  • Author : AA. VV.
  • Publisher : LED Edizioni Universitarie
  • Release : 27 October 2020
GET THIS BOOKNeuropsychogical Trends 25 - April 2019

Richard H. Morley - Paul B. Jantz - Reiko Graham, The Salience Network structures as a mediator of violence and perceptions of hostility - Sara Invitto - Carola Capone - Graziano Gigante - Giulia Piraino - Bianca Sisinni, The effect of acoustic feedback in an auditory Posner paradigm: delay effect and bias in ERP - Seyedeh Maryam Moshirian Farahi - Mohammad Javad Asghari Ebrahimabad - Ali Gorji - Imanollah Bigdeli - Seyed Mohammad Mahdi Moshirian Farahi, Cortical brain activities related

ICDSMLA 2019

ICDSMLA 2019
  • Author : Amit Kumar,Marcin Paprzycki,Vinit Kumar Gunjan
  • Publisher : Springer Nature
  • Release : 19 May 2020
GET THIS BOOKICDSMLA 2019

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.

IoT-Based Data Analytics for the Healthcare Industry

IoT-Based Data Analytics for the Healthcare Industry
  • Author : Sanjay Kumar Singh,Ravi Shankar Singh,Anil Kumar Pandey,Sandeep S Udmale,Ankit Chaudhary
  • Publisher : Academic Press
  • Release : 01 December 2020
GET THIS BOOKIoT-Based Data Analytics for the Healthcare Industry

IoT Based Data Analytics for the Healthcare Industry: Techniques and Applications explores recent advances in the analysis of healthcare industry data through IoT data analytics. The book covers the analysis of ubiquitous data generated by the healthcare industry, from a wide range of sources, including patients, doctors, hospitals, and health insurance companies. The book provides AI solutions and support for healthcare industry end-users who need to analyze and manipulate this vast amount of data. These solutions feature deep learning and

EEG Brain Signal Classification for Epileptic Seizure Disorder Detection

EEG Brain Signal Classification for Epileptic Seizure Disorder Detection
  • Author : Sandeep Kumar Satapathy,Satchidananda Dehuri,Alok Kumar Jagadev,Shruti Mishra
  • Publisher : Academic Press
  • Release : 10 February 2019
GET THIS BOOKEEG Brain Signal Classification for Epileptic Seizure Disorder Detection

EEG Brain Signal Classification for Epileptic Seizure Disorder Detection provides the knowledge necessary to classify EEG brain signals to detect epileptic seizures using machine learning techniques. Chapters present an overview of machine learning techniques and the tools available, discuss previous studies, present empirical studies on the performance of the NN and SVM classifiers, discuss RBF neural networks trained with an improved PSO algorithm for epilepsy identification, and cover ABC algorithm optimized RBFNN for classification of EEG signal. Final chapter present

Ethics of Artificial Intelligence

Ethics of Artificial Intelligence
  • Author : S. Matthew Liao
  • Publisher : Oxford University Press
  • Release : 18 August 2020
GET THIS BOOKEthics of Artificial Intelligence

As Artificial Intelligence (AI) technologies rapidly progress, questions about the ethics of AI, in both the near-future and the long-term, become more pressing than ever. This volume features seventeen original essays by prominent AI scientists and philosophers and represents the state-of-the-art thinking in this fast-growing field. Organized into four sections, this volume explores the issues surrounding how to build ethics into machines; ethical issues in specific technologies, including self-driving cars, autonomous weapon systems, surveillance algorithms, and sex robots; the long

Handbook of Research on Using Global Collective Intelligence and Creativity to Solve Wicked Problems

Handbook of Research on Using Global Collective Intelligence and Creativity to Solve Wicked Problems
  • Author : Fields, Ziska
  • Publisher : IGI Global
  • Release : 27 November 2020
GET THIS BOOKHandbook of Research on Using Global Collective Intelligence and Creativity to Solve Wicked Problems

Today’s world is continually facing complex and life-threatening issues that are too difficult or even impossible to solve. These challenges have been titled “wicked” problems due to their radical and multifarious nature. Recently, there has been a focus on global cooperation and gathering creative and diverse methods from around the world to solve these issues. Accumulating research and information on these collective intelligence methods is vital in comprehending current international issues and what possible solutions are being developed through

Intelligent Human Systems Integration (IHSI 2022): Integrating People and Intelligent Systems

Intelligent Human Systems Integration (IHSI 2022): Integrating People and Intelligent Systems
  • Author : Tareq Ahram, Waldemar Karwowski, Pepetto Di Bucchianico, Redha Taiar, Luca Casarotto and Pietro Costa
  • Publisher : AHFE International
  • Release : 21 May 2022
GET THIS BOOKIntelligent Human Systems Integration (IHSI 2022): Integrating People and Intelligent Systems

Proceedings of the 5th International Conference on Intelligent Human Systems Integration (IHSI 2022): Integrating People and Intelligent Systems, February 22–24, 2022, Venice, Italy

Emotion and Stress Recognition Related Sensors and Machine Learning Technologies

Emotion and Stress Recognition Related Sensors and Machine Learning Technologies
  • Author : Kyandoghere Kyamakya,Fadi Al-Machot,Ahmad Haj Mosa,Hamid Bouchachia,Jean Chamberlain Chedjou,Antoine Bagula
  • Publisher : MDPI
  • Release : 01 September 2021
GET THIS BOOKEmotion and Stress Recognition Related Sensors and Machine Learning Technologies

This book includes impactful chapters which present scientific concepts, frameworks, architectures and ideas on sensing technologies and machine learning techniques. These are relevant in tackling the following challenges: (i) the field readiness and use of intrusive sensor systems and devices for capturing biosignals, including EEG sensor systems, ECG sensor systems and electrodermal activity sensor systems; (ii) the quality assessment and management of sensor data; (iii) data preprocessing, noise filtering and calibration concepts for biosignals; (iv) the field readiness and use

Control, Computer Engineering and Neuroscience

Control, Computer Engineering and Neuroscience
  • Author : Szczepan Paszkiel
  • Publisher : Springer Nature
  • Release : 29 March 2021
GET THIS BOOKControl, Computer Engineering and Neuroscience

This book presents the proceedings of the 4th International Scientific Conference IC BCI 2021 Opole, Poland. The event was held at Opole University of Technology in Poland on 21 September 2021. Since 2014, the conference has taken place every two years at the University’s Faculty of Electrical Engineering, Automatic Control and Informatics. The conference focused on the issues relating to new trends in modern brain–computer interfaces (BCI) and control engineering, including neurobiology–neurosurgery, cognitive science–bioethics, biophysics–biochemistry, modeling–neuroinformatics, BCI technology,

Cognitive Computing in Human Cognition

Cognitive Computing in Human Cognition
  • Author : Pradeep Kumar Mallick,Prasant Kumar Pattnaik,Amiya Ranjan Panda,Valentina Emilia Balas
  • Publisher : Springer Nature
  • Release : 18 June 2020
GET THIS BOOKCognitive Computing in Human Cognition

This edited book designs the Cognitive Computing in Human Cognition to analyze to improve the efficiency of decision making by cognitive intelligence. The book is also intended to attract the audience who work in brain computing, deep learning, transportation, and solar cell energy. Due to this in the recent era, smart methods with human touch called as human cognition is adopted by many researchers in the field of information technology with the Cognitive Computing.

Move

Move
  • Author : Caroline Williams
  • Publisher : Harlequin
  • Release : 04 January 2022
GET THIS BOOKMove

An eye-opening journey into the power of human movement and how we can harness it to optimize our brain health, boost our mood and improve every aspect our lives For our earliest ancestors who hunted and gathered, movement meant survival. Our brains evolved to reward physical activity. Moving, thinking and feeling have always been inextricably linked. Yet what happens when we stop moving? Today, on average, we spend around 70% of our lives sitting or lying completely still. Our sedentary lifestyle—

Radiant Rest

Radiant Rest
  • Author : Tracee Stanley
  • Publisher : Shambhala Publications
  • Release : 09 March 2021
GET THIS BOOKRadiant Rest

Develop a powerful practice of deep relaxation and transformative self-inquiry with this essential guide to yoga nidra, accompanied by downloadable audio meditations. Yoga nidra is a practice devoted to allowing your body and mind to rest while your consciousness remains awake and aware, creating the opportunity for you to tap into a deeper understanding of yourself and your true nature. At its heart, yoga nidra is about waking up to the fullness of your life. In Radiant Rest, Tracee Stanley