Computational Paralinguistics

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Computational Paralinguistics

Author : Björn Schuller
Publisher : John Wiley & Sons
ISBN 13 : 1118706625
Total Pages : 330 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Computational Paralinguistics by : Björn Schuller

Download or read book Computational Paralinguistics written by Björn Schuller and published by John Wiley & Sons. This book was released on 2013-09-17 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the methods, tools and techniques that are currently being used to recognise (automatically) the affect, emotion, personality and everything else beyond linguistics (‘paralinguistics’) expressed by or embedded in human speech and language. It is the first book to provide such a systematic survey of paralinguistics in speech and language processing. The technology described has evolved mainly from automatic speech and speaker recognition and processing, but also takes into account recent developments within speech signal processing, machine intelligence and data mining. Moreover, the book offers a hands-on approach by integrating actual data sets, software, and open-source utilities which will make the book invaluable as a teaching tool and similarly useful for those professionals already in the field. Key features: Provides an integrated presentation of basic research (in phonetics/linguistics and humanities) with state-of-the-art engineering approaches for speech signal processing and machine intelligence. Explains the history and state of the art of all of the sub-fields which contribute to the topic of computational paralinguistics. C overs the signal processing and machine learning aspects of the actual computational modelling of emotion and personality and explains the detection process from corpus collection to feature extraction and from model testing to system integration. Details aspects of real-world system integration including distribution, weakly supervised learning and confidence measures. Outlines machine learning approaches including static, dynamic and context‐sensitive algorithms for classification and regression. Includes a tutorial on freely available toolkits, such as the open-source ‘openEAR’ toolkit for emotion and affect recognition co-developed by one of the authors, and a listing of standard databases and feature sets used in the field to allow for immediate experimentation enabling the reader to build an emotion detection model on an existing corpus.

Computational Linguistics and Intelligent Text Processing

Author : Alexander Gelbukh
Publisher : Springer
ISBN 13 : 3319771167
Total Pages : 670 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Computational Linguistics and Intelligent Text Processing by : Alexander Gelbukh

Download or read book Computational Linguistics and Intelligent Text Processing written by Alexander Gelbukh and published by Springer. This book was released on 2018-10-09 with total page 670 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 10761 + 10762 constitutes revised selected papers from the CICLing 2017 conference which took place in Budapest, Hungary, in April 2017. The total of 90 papers presented in the two volumes was carefully reviewed and selected from numerous submissions. In addition, the proceedings contain 4 invited papers. The papers are organized in the following topical sections: Part I: general; morphology and text segmentation; syntax and parsing; word sense disambiguation; reference and coreference resolution; named entity recognition; semantics and text similarity; information extraction; speech recognition; applications to linguistics and the humanities. Part II: sentiment analysis; opinion mining; author profiling and authorship attribution; social network analysis; machine translation; text summarization; information retrieval and text classification; practical applications.

Speech and Computer

Author : Alexey Karpov
Publisher : Springer
ISBN 13 : 3319664298
Total Pages : 831 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Speech and Computer by : Alexey Karpov

Download or read book Speech and Computer written by Alexey Karpov and published by Springer. This book was released on 2017-09-01 with total page 831 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 19th International Conference on Speech and Computer, SPECOM 2017, held in Hatfield, UK, in September 2017. The 80 papers presented in this volume were carefully reviewed and selected from 150 submissions. The papers present current research in the area of computer speech processing (recognition, synthesis, understanding etc.) and related domains (including signal processing, language and text processing, computational paralinguistics, multi-modal speech processing, human-computer interaction).

Digital Phenotyping and Mobile Sensing

Author : Christian Montag
Publisher : Springer Nature
ISBN 13 : 3030985466
Total Pages : 466 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Digital Phenotyping and Mobile Sensing by : Christian Montag

Download or read book Digital Phenotyping and Mobile Sensing written by Christian Montag and published by Springer Nature. This book was released on 2022-07-22 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a snapshot of cutting-edge applications of digital phenotyping and mobile sensing for studying human behavior and planning innovative e-healthcare interventions. The respective chapters, written by authoritative researchers, cover both theoretical perspectives and good scientific and professional practices related to the use and development of these technologies. They share novel insights into established applications of mobile sensing, such as predicting personality or mental and behavioral health on the basis of smartphone usage patterns, and highlight emerging trends, such as the use of machine learning, big data and deep learning approaches, and the combination of mobile sensing with AI and expert systems. Important issues relating to privacy and ethics are analyzed, together with selected case studies. This thoroughly revised and extended second edition provides researchers and professionals with extensive information on the latest developments in the field of digital phenotyping and mobile sensing. It gives a special emphasis to trends in diagnostics systems and AI applications, suggesting important future directions for research in public health and social sciences.

Biosignal Processing and Classification Using Computational Learning and Intelligence

Author : Alejandro A. Torres-García
Publisher : Academic Press
ISBN 13 : 0128204281
Total Pages : 538 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Biosignal Processing and Classification Using Computational Learning and Intelligence by : Alejandro A. Torres-García

Download or read book Biosignal Processing and Classification Using Computational Learning and Intelligence written by Alejandro A. Torres-García and published by Academic Press. This book was released on 2021-09-18 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 five relevant parts. Part One is an introduction to biosignals and Part Two describes the relevant techniques for biosignal processing, feature extraction and feature selection/dimensionality reduction. Part Three presents the fundamentals of computational learning (machine learning). Then, the main techniques of computational intelligence are described in Part Four. 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 and reviews in which these techniques have been successfully applied to the biosignals’ domain, including EEG-based Brain-Computer Interfaces (BCI) focused on P300 and Imagined Speech, emotion recognition from voice and video, leukemia recognition, infant cry recognition, EEGbased ADHD identification among others. 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

Proceedings of the Third International Conference on Computational Intelligence and Informatics

Author : K. Srujan Raju
Publisher : Springer Nature
ISBN 13 : 9811514801
Total Pages : 881 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Proceedings of the Third International Conference on Computational Intelligence and Informatics by : K. Srujan Raju

Download or read book Proceedings of the Third International Conference on Computational Intelligence and Informatics written by K. Srujan Raju and published by Springer Nature. This book was released on 2020-03-17 with total page 881 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features high-quality papers presented at the International Conference on Computational Intelligence and Informatics (ICCII 2018), which was held on 28–29 December 2018 at the Department of Computer Science and Engineering, JNTUH College of Engineering, Hyderabad, India. The papers focus on topics such as data mining, wireless sensor networks, parallel computing, image processing, network security, MANETS, natural language processing and Internet of things.

Cognitive Behavioural Systems

Author : Anna Esposito
Publisher : Springer
ISBN 13 : 3642345840
Total Pages : 450 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Cognitive Behavioural Systems by : Anna Esposito

Download or read book Cognitive Behavioural Systems written by Anna Esposito and published by Springer. This book was released on 2012-11-19 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes refereed proceedings of the COST 2102 International Training School on Cognitive Behavioural Systems held in Dresden, Germany, in February 2011. The 39 revised full papers presented were carefully reviewed and selected from various submissions. The volume presents new and original research results in the field of human-machine interaction inspired by cognitive behavioural human-human interaction features. The themes covered are on cognitive and computational social information processing, emotional and social believable Human-Computer Interaction (HCI) systems, behavioural and contextual analysis of interaction, embodiment, perception, linguistics, semantics and sentiment analysis in dialogues and interactions, algorithmic and computational issues for the automatic recognition and synthesis of emotional states.

Artificial Intelligence in Precision Health

Author : Debmalya Barh
Publisher : Academic Press
ISBN 13 : 0128173386
Total Pages : 544 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Artificial Intelligence in Precision Health by : Debmalya Barh

Download or read book Artificial Intelligence in Precision Health written by Debmalya Barh and published by Academic Press. This book was released on 2020-03-04 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence in Precision Health: From Concept to Applications provides a readily available resource to understand artificial intelligence and its real time applications in precision medicine in practice. Written by experts from different countries and with diverse background, the content encompasses accessible knowledge easily understandable for non-specialists in computer sciences. The book discusses topics such as cognitive computing and emotional intelligence, big data analysis, clinical decision support systems, deep learning, personal omics, digital health, predictive models, prediction of epidemics, drug discovery, precision nutrition and fitness. Additionally, there is a section dedicated to discuss and analyze AI products related to precision healthcare already available. This book is a valuable source for clinicians, healthcare workers, and researchers from diverse areas of biomedical field who may or may not have computational background and want to learn more about the innovative field of artificial intelligence for precision health. Provides computational approaches used in artificial intelligence easily understandable for non-computer specialists Gives know-how and real successful cases of artificial intelligence approaches in predictive models, modeling disease physiology, and public health surveillance Discusses the applicability of AI on multiple areas, such as drug discovery, clinical trials, radiology, surgery, patient care and clinical decision support

ICT for Health, Accessibility and Wellbeing

Author : Edwige Pissaloux
Publisher : Springer Nature
ISBN 13 : 3030942090
Total Pages : 240 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis ICT for Health, Accessibility and Wellbeing by : Edwige Pissaloux

Download or read book ICT for Health, Accessibility and Wellbeing written by Edwige Pissaloux and published by Springer Nature. This book was released on 2022-03-05 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes selected papers presented at the First International Conference on ICT for Health, Accessibility and Wellbeing, IHAW 2021, held in Larnaca, Cyprus, in November 2021. The 12 full papers and 7 short papers were thoroughly reviewed and selected from 36 submissions. One invited paper was also included in this volume. The papers are organized in topical sections on active aging; assistive devices and systems; brain functions support and mHealth; brain functions support and oncology; ICT and wellbeing.

The Oxford Handbook of Language Prosody

Author : Carlos Gussenhoven
Publisher : Oxford University Press, USA
ISBN 13 : 0198832230
Total Pages : 957 pages
Book Rating : 4.1/5 (988 download)

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Book Synopsis The Oxford Handbook of Language Prosody by : Carlos Gussenhoven

Download or read book The Oxford Handbook of Language Prosody written by Carlos Gussenhoven and published by Oxford University Press, USA. This book was released on 2021-01-07 with total page 957 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook presents detailed accounts of current research in all aspects of language prosody, written by leading experts from different disciplines. The volume's comprehensive coverage and multidisciplinary approach will make it an invaluable resource for all researchers, students, and practitioners interested in prosody.

Towards Responsible Machine Translation

Author : Helena Moniz
Publisher : Springer Nature
ISBN 13 : 3031146891
Total Pages : 242 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Towards Responsible Machine Translation by : Helena Moniz

Download or read book Towards Responsible Machine Translation written by Helena Moniz and published by Springer Nature. This book was released on 2023-03-01 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a contribution to the research community towards thinking and reflecting on what Responsible Machine Translation really means. It was conceived as an open dialogue across disciplines, from philosophy to law, with the ultimate goal of providing a wide spectrum of topics to reflect on. It covers aspects related to the development of Machine translation systems, as well as its use in different scenarios, and the societal impact that it may have. This text appeals to students and researchers in linguistics, translation, natural language processing, philosophy, and law as well as professionals working in these fields.

The Oxford Handbook of Voice Perception

Author : Sascha ühholz
Publisher : Oxford University Press, USA
ISBN 13 : 0198743181
Total Pages : 977 pages
Book Rating : 4.1/5 (987 download)

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Book Synopsis The Oxford Handbook of Voice Perception by : Sascha ühholz

Download or read book The Oxford Handbook of Voice Perception written by Sascha ühholz and published by Oxford University Press, USA. This book was released on 2019-01-29 with total page 977 pages. Available in PDF, EPUB and Kindle. Book excerpt: Speech perception has been the focus of innumerable studies over the past decades. While our abilities to recognize individuals by their voice state plays a central role in our everyday social interactions, limited scientific attention has been devoted to the perceptual and cerebral mechanisms underlying nonverbal information processing in voices. The Oxford Handbook of Voice Perception takes a comprehensive look at this emerging field and presents a selection of current research in voice perception. The forty chapters summarise the most exciting research from across several disciplines covering acoustical, clinical, evolutionary, cognitive, and computational perspectives. In particular, this handbook offers an invaluable window into the development and evolution of the 'vocal brain', and considers in detail the voice processing abilities of non-human animals or human infants. By providing a full and unique perspective on the recent developments in this burgeoning area of study, this text is an important and interdisciplinary resource for students, researchers, and scientific journalists interested in voice perception.

Encoding and Decoding of Emotional Speech

Author : Aijun Li
Publisher : Springer
ISBN 13 : 3662476916
Total Pages : 229 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Encoding and Decoding of Emotional Speech by : Aijun Li

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 229 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.

Language, Music and Computing

Author : Polina Eismont
Publisher : Springer
ISBN 13 : 3030055949
Total Pages : 235 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Language, Music and Computing by : Polina Eismont

Download or read book Language, Music and Computing written by Polina Eismont and published by Springer. This book was released on 2018-12-30 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the First International Workshop on Language, Music and Computing, LMAC 2017, held in St. Petersburg, Russia, in April 2017. The 18 papers presented in this volume were carefully reviewed and selected from 52 submissions. They were organized in topical sections on the universal grammar of music, the surface of music and singing, language as music, music computing, formalization of the informality.

Automatic Speech Recognition and Translation for Low Resource Languages

Author : L. Ashok Kumar
Publisher : John Wiley & Sons
ISBN 13 : 1394214170
Total Pages : 428 pages
Book Rating : 4.3/5 (942 download)

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Book Synopsis Automatic Speech Recognition and Translation for Low Resource Languages by : L. Ashok Kumar

Download or read book Automatic Speech Recognition and Translation for Low Resource Languages written by L. Ashok Kumar and published by John Wiley & Sons. This book was released on 2024-03-28 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: AUTOMATIC SPEECH RECOGNITION and TRANSLATION for LOW-RESOURCE LANGUAGES This book is a comprehensive exploration into the cutting-edge research, methodologies, and advancements in addressing the unique challenges associated with ASR and translation for low-resource languages. Automatic Speech Recognition and Translation for Low Resource Languages contains groundbreaking research from experts and researchers sharing innovative solutions that address language challenges in low-resource environments. The book begins by delving into the fundamental concepts of ASR and translation, providing readers with a solid foundation for understanding the subsequent chapters. It then explores the intricacies of low-resource languages, analyzing the factors that contribute to their challenges and the significance of developing tailored solutions to overcome them. The chapters encompass a wide range of topics, ranging from both the theoretical and practical aspects of ASR and translation for low-resource languages. The book discusses data augmentation techniques, transfer learning, and multilingual training approaches that leverage the power of existing linguistic resources to improve accuracy and performance. Additionally, it investigates the possibilities offered by unsupervised and semi-supervised learning, as well as the benefits of active learning and crowdsourcing in enriching the training data. Throughout the book, emphasis is placed on the importance of considering the cultural and linguistic context of low-resource languages, recognizing the unique nuances and intricacies that influence accurate ASR and translation. Furthermore, the book explores the potential impact of these technologies in various domains, such as healthcare, education, and commerce, empowering individuals and communities by breaking down language barriers. Audience The book targets researchers and professionals in the fields of natural language processing, computational linguistics, and speech technology. It will also be of interest to engineers, linguists, and individuals in industries and organizations working on cross-lingual communication, accessibility, and global connectivity.

Computational Social Science

Author : Dan Dobrota
Publisher : Taylor & Francis
ISBN 13 : 1000628620
Total Pages : 304 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Computational Social Science by : Dan Dobrota

Download or read book Computational Social Science written by Dan Dobrota and published by Taylor & Francis. This book was released on 2022-07-01 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings publish selected papers from the 2nd International Conference on New Computational Social Science, focusing on the following five aspects: Big data acquisition and analysis, Integration of qualitative research and quantitative research, Sociological Internet experiment research, Application of ABM simulation method in Sociology Research, Research and development of new social computing tools. With the rapid development of information technology, especially sweeping progress in the Internet of things, cloud computing, social networks, social media and big data, social computing, as a data-intensive science, is an emerging field that leverages the capacity to collect and analyze data with an unprecedented breadth, depth and scale. It represents a new computing paradigm and an interdisciplinary field of research and application. A broad comprehension of major topics involved in social computing is important for both scholars and practitioners. This proceedings presents and discusses key concepts and analyzes the state-of-the-art of the field. The conference not only gave insights on social computing, but also affords conduit for future research in the field. Social computing has two distinct trends: One is on the social science issues, such as computational social science, computational sociology, social network analysis, etc; the other is on the use of computational techniques. Finally, some new challenges ahead are summarized, including interdisciplinary cooperation and training, big data sharing for scientific data mashups, and privacy protect.

Social Signal Processing

Author : Judee K. Burgoon
Publisher : Cambridge University Press
ISBN 13 : 1108124585
Total Pages : 441 pages
Book Rating : 4.1/5 (81 download)

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Book Synopsis Social Signal Processing by : Judee K. Burgoon

Download or read book Social Signal Processing written by Judee K. Burgoon and published by Cambridge University Press. This book was released on 2017-05-08 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social Signal Processing is the first book to cover all aspects of the modeling, automated detection, analysis, and synthesis of nonverbal behavior in human-human and human-machine interactions. Authoritative surveys address conceptual foundations, machine analysis and synthesis of social signal processing, and applications. Foundational topics include affect perception and interpersonal coordination in communication; later chapters cover technologies for automatic detection and understanding such as computational paralinguistics and facial expression analysis and for the generation of artificial social signals such as social robots and artificial agents. The final section covers a broad spectrum of applications based on social signal processing in healthcare, deception detection, and digital cities, including detection of developmental diseases and analysis of small groups. Each chapter offers a basic introduction to its topic, accessible to students and other newcomers, and then outlines challenges and future perspectives for the benefit of experienced researchers and practitioners in the field.