Download or read book Analyzing Emotion in Spontaneous Speech written by Rupayan Chakraborty and published by Springer. This book was released on 2018-01-23 with total page 91 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 technologies like automatic speech recognition (ASR); speaker identification; language identification; image and video recognition; affect/mood/emotion analysis; and recognition, to name a few. Given the importance of spontaneity in any human–machine conversational speech, reliable recognition of emotion from naturally spoken spontaneous speech is crucial. While emotions, when explicitly demonstrated by an actor, are easy for a machine to recognize, the same is not true in the case of day-to-day, naturally spoken spontaneous speech. The book explores several reasons behind this, but one of the main reasons for this is that people, especially non-actors, do not explicitly demonstrate their emotion when they speak, thus making it difficult for machines to distinguish one emotion from another that is embedded in their spoken speech. This short book, based on some of authors’ previously published books, in the area of audio emotion analysis, identifies the practical challenges in analysing emotions in spontaneous speech and puts forward several possible solutions that can assist in robustly determining the emotions expressed in spontaneous speech.
Download or read book Affect and Emotion in Human Computer Interaction written by Christian Peter and published by Springer. This book was released on 2008-08-25 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Affect and emotion play an important role in our everyday lives: They are present whatever we do, wherever we are, and wherever we go, without us being aware of them for much of the time. When it comes to interaction, be it with humans, technology, or humans via technology, we suddenly become more aware of emotion, either by seeing the other’s emotional expression, or by not getting an emotional response while anticipating one. Given this, it seems only sensible to explore affect and emotion in human-computer interaction, to investigate the underlying principles, to study the role they play, to develop methods to quantify them, and to finally build applications that make use of them. This is the research field for which, over ten years ago, Rosalind Picard coined the phrase "affective computing". The present book provides an account of the latest work on a variety of aspects related to affect and emotion in human-technology interaction. It covers theoretical issues, user experience and design aspects as well as sensing issues, and reports on a number of affective applications that have been developed in recent years.
Download or read book Statistical Machine Learning for Human Behaviour Analysis written by Thomas Moeslund and published by MDPI. This book was released on 2020-06-17 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Special Issue focused on novel vision-based approaches, mainly related to computer vision and machine learning, for the automatic analysis of human behaviour. We solicited submissions on the following topics: information theory-based pattern classification, biometric recognition, multimodal human analysis, low resolution human activity analysis, face analysis, abnormal behaviour analysis, unsupervised human analysis scenarios, 3D/4D human pose and shape estimation, human analysis in virtual/augmented reality, affective computing, social signal processing, personality computing, activity recognition, human tracking in the wild, and application of information-theoretic concepts for human behaviour analysis. In the end, 15 papers were accepted for this special issue. These papers, that are reviewed in this editorial, analyse human behaviour from the aforementioned perspectives, defining in most of the cases the state of the art in their corresponding field.
Download or read book Encoding and Decoding of Emotional Speech written by Aijun Li and published by Springer. This book was released on 2015-09-10 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the subject of emotional speech, especially its encoding and decoding process during interactive communication, based on an improved version of Brunswik’s Lens Model. The process is shown to be influenced by the speaker’s and the listener’s linguistic and cultural backgrounds, as well as by the transmission channels used. Through both psycholinguistic and phonetic analysis of emotional multimodality data for two typologically different languages, i.e., Chinese and Japanese, the book demonstrates and elucidates the mutual and differing decoding and encoding schemes of emotional speech in Chinese and Japanese.
Download or read book Understanding the Brain Function and Emotions written by José Manuel Ferrández Vicente and published by Springer. This book was released on 2019-05-09 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNCS 11486 and 11487 constitutes the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, held in Almería, Spain,, in June 2019. The total of 103 contributions was carefully reviewed and selected from 190 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on understanding the brain function and emotions, addressing topics such as new tools for analyzing neural data, or detection emotional states, or interfacing with physical systems. The second volume deals with bioinspired systems and biomedical applications to machine learning and contains papers related bioinspired programming strategies and all the contributions oriented to the computational solutions to engineering problems in different applications domains, as biomedical systems, or big data solutions.
Download or read book Emotions in Second Language Teaching written by Juan de Dios Martínez Agudo and published by Springer. This book was released on 2018-03-12 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume explores the multifaceted nature of teacher emotions, presenting current research from different approaches and perspectives, focused towards the second language classroom. Twenty three chapters by well-known scholars from the applied linguistics, TESOL and educational psychology fields provide the reader with a holistic picture of teacher emotions, making this collection a significant contribution to the field of second language teaching. Given the emotional nature of teaching, the book explores a number of key issues or dimensions of L2 teachers’ emotions that were until now rarely considered. The contributions present the views of a select group of applied linguistic researchers and L2 teacher educators from around the world. This international perspective makes the book essential reading for both L2 teachers and teacher educators.
Download or read book Automatic Classification of Emotion Related User States in Spontaneous Children s Speech written by Stefan Steidl and published by Logos Verlag Berlin. This book was released on 2009 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The recognition of the user's emotion-related state is one important step in making human-machine communication more natural. In this work, the focus is set on mono-modal systems with speech as only input channel. Current research has to shift from emotion portrayals to those states that actually appear in application-oriented scenarios. These states are mainly weak emotion-related states and mixtures of different states. The presented FAU Aibo Emotion Corpus is a major contribution in this area. It is a corpus of spontaneous, emotionally colored speech of children at the age of 10 to 13 years interacting with the Sony robot Aibo. 11 emotion-related states are labeled on the word level. Experiments are conducted on three subsets of the corpus on the word, the turn, and the intermediate chunk level. Best results have been obtained on the chunk level where a classwise averaged recognition rate of almost 70\% for the 4-class problem 'Anger', 'Emphatic', 'Neutral', and 'Motherese' has been achieved. Applying the proposed entropy based measure for the evaluation of decoders, the performance of the machine classifier on the word level is even slightly better than the one of the average human labeler. The presented set of features covers both acoustic and linguistic features. The linguistic features perform slightly worse than the acoustic features. An improvement can be achieved by combining both knowledge sources. The acoustic features are categorized into prosodic, spectral, and voice quality features. The energy and duration based prosodic features and the spectral MFCC features are the most relevant acoustic features in this scenario. Unigram models and bag-of-words features are the most relevant linguistic features.
Download or read book A Dynamic Systems Approach to Adolescent Development written by Saskia Elske Kunnen and published by Psychology Press. This book was released on 2012-12-06 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: The dynamic systems approach is a rapidly expanding advancement in the study of developmental research, particularly in the domain of adolescent development. It provides a unique way of examining the subject, and this innovative study of developmental processes helps social scientists to translate dynamic systems conceptualizations into clear empirical research that readers will be able to implement themselves. The first part of this edited book discusses techniques that describe and assess specific process characteristics such as variability, sudden jumps and attractor states. The second part explores the different techniques for building a dynamic systems model, which can simulate the behaviour of a system to investigate the mechanisms behind the processes. Each chapter describes one technique and is based on a specific practical example of its application in adolescent development. Step-by-step instructions for model-building and examples of ready-made models are provided on the website that belongs to the book: www.psypress.com/dynamic-systems-approach. This book provides a clear step-by-step description of theories and techniques that are designed for the study of developmental processes, and is therefore ideal for researchers of developmental psychology who do not specialise in statistics or research methods.
Download or read book Telematics and Computing written by Miguel Félix Mata-Rivera and published by Springer Nature. This book was released on 2022-10-30 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 11th International Congress on Telematics and Computing, WITCOM 2022, held in Cancún, México, in November 2022. The 30 full papers presented in this volume were carefully reviewed and selected from 73 submissions. The papers are focused on the topics of artificial intelligence techniques, Data Science, Blockchain, environment Monitoring, Cybersecurity, Education, and software for communications protocols.
Download or read book Emotion Oriented Systems written by Paolo Petta and published by Springer Science & Business Media. This book was released on 2011-02-04 with total page 787 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emotion pervades human life in general, and human communication in particular, and this sets information technology a challenge. Traditionally, IT has focused on allowing people to accomplish practical tasks efficiently, setting emotion to one side. That was acceptable when technology was a small part of life, but as technology and life become increasingly interwoven we can no longer ask people to suspend their emotional nature and habits when they interact with technology. The European Commission funded a series of related research projects on emotion and computing, culminating in the HUMAINE project which brought together leading academic researchers from the many related disciplines. This book grew out of that project, and its chapters are arranged according to its working areas: theories and models; signals to signs; data and databases; emotion in interaction; emotion in cognition and action; persuasion and communication; usability; and ethics and good practice. The fundamental aim of the book is to offer researchers an overview of the related areas, sufficient for them to do credible work on affective or emotion-oriented computing. The book serves as an academically sound introduction to the range of disciplines involved – technical, empirical and conceptual – and will be of value to researchers in the areas of artificial intelligence, psychology, cognition and user—machine interaction.
Download or read book Linguistic Biomarkers of Neurological Cognitive and Psychiatric Disorders Verification Analytical Validation Clinical Validation and Machine Learning written by Ratree Wayland and published by Frontiers Media SA. This book was released on 2024-08-07 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: Degeneration of nerve cells that control cognitive, speech, and language processes leading to linguistic impairments at various levels, from verbal utterances to individual speech sounds, could indicate signs of neurological, cognitive and psychiatric disorders such as Alzheimer’s disease (AD), Parkinson’s disease (PD), amyotrophic lateral sclerosis (ALS), dementias, depression, autism spectrum disorder, schizophrenia, etc. Currently, these disorders are diagnosed using specific clinical diagnostic criteria and neuropsychological examinations. However, speech-based biomarkers could potentially offer many advantages over current clinical standards. In addition to being objective and naturalistic, they can also be collected remotely with minimal instruction and time requirements. Furthermore, Machine Learning algorithms developed to build automated diagnostic models using linguistic features extracted from speech could aid diagnosis of patients with probable diseases from a group of normal population. To ensure that speech-based biomarkers are providing accurate measurement and can serve as effective clinical tools for detecting and monitoring disease, speech features extracted and analyzed must be systematically and rigorously evaluated. Different machine learning architectures trained to classify different types of disordered speech must also be rigorously tested and systematically compared.
Download or read book Language and Emotion Volume 2 written by Gesine Lenore Schiewer and published by Walter de Gruyter GmbH & Co KG. This book was released on 2022-11-07 with total page 932 pages. Available in PDF, EPUB and Kindle. Book excerpt: The series Handbooks of Linguistics and Communication Science is designed to illuminate a field which not only includes general linguistics and the study of linguistics as applied to specific languages, but also covers those more recent areas which have developed from the increasing body of research into the manifold forms of communicative action and interaction.
Download or read book Multimodal Sentiment Analysis written by Soujanya Poria and published by Springer. This book was released on 2018-10-24 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: This latest volume in the series, Socio-Affective Computing, presents a set of novel approaches to analyze opinionated videos and to extract sentiments and emotions. Textual sentiment analysis framework as discussed in this book contains a novel way of doing sentiment analysis by merging linguistics with machine learning. Fusing textual information with audio and visual cues is found to be extremely useful which improves text, audio and visual based unimodal sentiment analyzer. This volume covers the three main topics of: textual preprocessing and sentiment analysis methods; frameworks to process audio and visual data; and methods of textual, audio and visual features fusion. The inclusion of key visualization and case studies will enable readers to understand better these approaches. Aimed at the Natural Language Processing, Affective Computing and Artificial Intelligence audiences, this comprehensive volume will appeal to a wide readership and will help readers to understand key details on multimodal sentiment analysis.
Download or read book Frontiers in Electronic Technologies written by S.R.S Prabaharan and published by Springer. This book was released on 2017-03-23 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of keynote lectures from international experts presented at International Conference on NextGen Electronic Technologies (ICNETS2-2016). ICNETS2 encompasses six symposia covering all aspects of electronics and communications domains, including relevant nano/micro materials and devices . This volume comprises of recent research in areas like computational signal processing analysis, intelligent embedded systems, nanoelectronic materials and devices, optical and microwave technologies, VLSI design: circuits systems and application, and wireless communication networks, and the internet of things. The contents of this book will be useful to researchers, professionals, and students working in the core areas of electronics and their applications, especially to signal processing, embedded systems, and networking.
Download or read book Affective Computing and Intelligent Interaction written by Ana Paiva and published by Springer. This book was released on 2007-09-04 with total page 796 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second International Conference on Affective Computing and Intelligent Interaction, ACII 2007. It covers affective facial expression and recognition, affective body expression and recognition, affective speech processing, affective text and dialogue processing, recognizing affect using physiological measures, computational models of emotion and theoretical foundations, and affective sound and music processing.
Download or read book The Emotions and Cultural Analysis written by Ana Marta González and published by Routledge. This book was released on 2016-03-23 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: Amidst prevailing debates that construe rationality and emotionality as polar opposites, this book explores the manner in which emotions shape not only prevailing conceptions of rationality, but also culture in general terms, making room for us to speak of an 'emotional culture' specific to late-modern societies. Presenting case studies involving cultural artefacts, narratives found in fictional and non-fictional literature and television programs, speech patterns and self-talk, fashion, and social networking practices, The Emotions and Cultural Analysis sheds light on the relationship between emotion and culture and the ways in which emotion can be harnessed for the purposes of cultural analysis. An interdisciplinary volume containing the latest research from sociology, philosophy, literary studies, linguistics, and communication, this book will be of interest to those working on the sociology and philosophy of emotion, cultural studies, and cultural theory.
Download or read book Assessment in Game Based Learning written by Dirk Ifenthaler and published by Springer Science & Business Media. This book was released on 2012-06-13 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: The capabilities and possibilities of emerging game-based learning technologies bring about a new perspective of learning and instruction. This, in turn, necessitates alternative ways to assess the kinds of learning that is taking place in the virtual worlds or informal settings. accordingly, aligning learning and assessment is the core for creating a favorable and effective learning environment. The edited volume will cover the current state of research, methodology, assessment, and technology of game-based learning. There will be contributions from international distinguished researchers which will present innovative work in the areas of educational psychology, educational diagnostics, educational technology, and learning sciences. The edited volume will be divided into four major parts.
