Download or read book From Content based Music Emotion Recognition to Emotion Maps of Musical Pieces written by Jacek Grekow and published by Springer. This book was released on 2017-11-02 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: The problems it addresses include emotion representation, annotation of music excerpts, feature extraction, and machine learning. The book chiefly focuses on content-based analysis of music files, a system that automatically analyzes the structures of a music file and annotates the file with the perceived emotions. Further, it explores emotion detection in MIDI and audio files. In the experiments presented here, the categorical and dimensional approaches were used, and the knowledge and expertise of music experts with a university music education were used for music file annotation. The automatic emotion detection systems constructed and described in the book make it possible to index and subsequently search through music databases according to emotion. In turn, the emotion maps of musical compositions provide valuable new insights into the distribution of emotions in music and can be used to compare that distribution in different compositions, or to conduct emotional comparisons of different interpretations of the same composition.

Download or read book Music Emotion Recognition written by Yi-Hsuan Yang and published by CRC Press. This book was released on 2011-02-22 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 a comprehensive introduction to the essential aspects of MER—including background, key techniques, and applications. This ground-breaking reference examines emotion from a dimensional perspective. It defines emotions in music as points in a 2D plane in terms of two of the most fundamental emotion dimensions according to psychologists—valence and arousal. The authors present a computational framework that generalizes emotion recognition from the categorical domain to real-valued 2D space. They also: Introduce novel emotion-based music retrieval and organization methods Describe a ranking-base emotion annotation and model training method Present methods that integrate information extracted from lyrics, chord sequence, and genre metadata for improved accuracy Consider an emotion-based music retrieval system that is particularly useful for mobile devices The book details techniques for addressing the issues related to: the ambiguity and granularity of emotion description, heavy cognitive load of emotion annotation, subjectivity of emotion perception, and the semantic gap between low-level audio signal and high-level emotion perception. Complete with more than 360 useful references, 12 example MATLAB® codes, and a listing of key abbreviations and acronyms, this cutting-edge guide supplies the technical understanding and tools needed to develop your own automatic MER system based on the automatic recognition model.

Download or read book Unconventional Computing Arts Philosophy written by Andrew Adamatzky and published by World Scientific. This book was released on 2022-10-04 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: The unique compendium re-assesses the value of future and emergent computing technologies via artistic and philosophical means. The book encourages scientists to adopt inspiring thinking of artists and philosophers to reuse scientific concepts in their works.The useful reference text consists of non-typical topics, where artistic and philosophical concepts encourage readers to adopt unconventional approaches towards computing and immerse themselves into discoveries of future emerging landscape.Related Link(s)

Download or read book Foundations of Intelligent Systems written by Denis Helic and published by Springer Nature. This book was released on 2020-09-17 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 25th International Symposium on Foundations of Intelligent Systems, ISMIS 2020, held in Graz, Austria, in October 2020. The conference was held virtually due to the COVID-19 pandemic. The 35 full and 8 short papers presented in this volume were carefully reviewed and selected from 79 submissions. Included is also one invited talk. The papers deal with topics such as natural language processing; deep learning and embeddings; digital signal processing; modelling and reasoning; and machine learning applications.

Download or read book Handbook of Artificial Intelligence for Music written by Eduardo Reck Miranda and published by Springer Nature. This book was released on 2021-07-02 with total page 994 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents comprehensive coverage of the latest advances in research into enabling machines to listen to and compose new music. It includes chapters introducing what we know about human musical intelligence and on how this knowledge can be simulated with AI. The development of interactive musical robots and emerging new approaches to AI-based musical creativity are also introduced, including brain–computer music interfaces, bio-processors and quantum computing. Artificial Intelligence (AI) technology permeates the music industry, from management systems for recording studios to recommendation systems for online commercialization of music through the Internet. Yet whereas AI for online music distribution is well advanced, this book focuses on a largely unexplored application: AI for creating the actual musical content.

Download or read book The Palgrave Handbook of Interactive Marketing written by Cheng Lu Wang and published by Springer Nature. This book was released on 2023-01-25 with total page 1070 pages. Available in PDF, EPUB and Kindle. Book excerpt: Interactive marketing, as one of the fastest growing academic fields in contemporary business world, is the multi-directional value creation and mutual-influence marketing process through active customer connection, engagement, participation and interaction. Contemporary interactive marketing has moved beyond the scope of direct marketing or digital marketing, as the market is becoming a forum for conversations and interactions among connected actors or participants in platform ecosystems. The advancement of mobile technology with interactive content and personalized experience makes interactive marketing the new normal in the business world. This handbook contains the most comprehensive and cutting-edge knowledge in the interactive marketing field. The 41 chapters that are divided into eight sections cover all aspects of contemporary interactive marketing realm, including social media and influencer marketing, big data and machine learning in predictive analytics, mobile marketing and proximity marketing, interactive digital marketing and Omnichannel marketing, AI, VR and AR in business applications. With a focal point on interactive marketing, this handbook takes a multidiscipline perspective, from new technology innovations, social media and platform application, economic and cultural impacts, social and psychological analysis, and management and information system. This book provides a timely and comprehensive textbook companion and/or course project resource for college educators and students used for variety of graduate and undergraduate marketing courses, such as Digital Marketing, Internet Marketing, Social Media Marketing, New Media Communication, Marketing Analytics and Marketing Management, etc. It offers valuable references for academic researchers who are interesting conducting and publishing in interactive marketing research. The state-of-art review and emerging new trends presented in the book are particularly useful for research idea generation and conceptual development. The book also putts forward insightful guidelines and practical tools for business management in the application of new interactive marketing strategies and applications in the real world practices. Chapter 41 “Ethical Considerations in Gamified Interactive Marketing Praxis” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Download or read book Music in the Social and Behavioral Sciences written by William Forde Thompson and published by SAGE Publications. This book was released on 2014-07-18 with total page 1350 pages. Available in PDF, EPUB and Kindle. Book excerpt: This first definitive reference resource to take a broad interdisciplinary approach to the nexus between music and the social and behavioral sciences examines how music affects human beings and their interactions in and with the world. The interdisciplinary nature of the work provides a starting place for students to situate the status of music within the social sciences in fields such as anthropology, communications, psychology, linguistics, sociology, sports, political science and economics, as well as biology and the health sciences. Features: Approximately 450 articles, arranged in A-to-Z fashion and richly illustrated with photographs, provide the social and behavioral context for examining the importance of music in society. Entries are authored and signed by experts in the field and conclude with references and further readings, as well as cross references to related entries. A Reader's Guide groups related entries by broad topic areas and themes, making it easy for readers to quickly identify related entries. A Chronology of Music places material into historical context; a Glossary defines key terms from the field; and a Resource Guide provides lists of books, academic journals, websites and cross-references. The multimedia digital edition is enhanced with video and audio clips and features strong search-and-browse capabilities through the electronic Reader’s Guide, detailed index, and cross references. Music in the Social and Behavioral Sciences, available in both multimedia digital and print formats, is a must-have reference for music and social science library collections.

Download or read book Computer Information Systems and Industrial Management written by Khalid Saeed and published by Springer. This book was released on 2016-09-09 with total page 754 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 15th IFIP TC8 International Conference on Computer Information Systems and Industrial Management, CISIM 2016, held in Vilnius, Lithuania, in September 2016. The 63 regular papers presented together with 1 inivted paper and 5 keynotes in this volume were carefully reviewed and selected from about 89 submissions. The main topics covered are rough set methods for big data analytics; images, visualization, classification; optimization, tuning; scheduling in manufacturing and other applications; algorithms; decisions; intelligent distributed systems; and biometrics, identification, security.

Download or read book Academic Press Library in Signal Processing written by Paulo S.R. Diniz and published by Academic Press. This book was released on 2013-09-21 with total page 1559 pages. Available in PDF, EPUB and Kindle. Book excerpt: This first volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in machine learning and advanced signal processing theory. With this reference source you will: Quickly grasp a new area of research Understand the underlying principles of a topic and its application Ascertain how a topic relates to other areas and learn of the research issues yet to be resolved Quick tutorial reviews of important and emerging topics of research in machine learning Presents core principles in signal processing theory and shows their applications Reference content on core principles, technologies, algorithms and applications Comprehensive references to journal articles and other literature on which to build further, more specific and detailed knowledge Edited by leading people in the field who, through their reputation, have been able to commission experts to write on a particular topic

Download or read book Fundamentals of Music Processing written by Meinard Müller and published by Springer. This book was released on 2015-07-21 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides both profound technological knowledge and a comprehensive treatment of essential topics in music processing and music information retrieval. Including numerous examples, figures, and exercises, this book is suited for students, lecturers, and researchers working in audio engineering, computer science, multimedia, and musicology. The book consists of eight chapters. The first two cover foundations of music representations and the Fourier transform—concepts that are then used throughout the book. In the subsequent chapters, concrete music processing tasks serve as a starting point. Each of these chapters is organized in a similar fashion and starts with a general description of the music processing scenario at hand before integrating it into a wider context. It then discusses—in a mathematically rigorous way—important techniques and algorithms that are generally applicable to a wide range of analysis, classification, and retrieval problems. At the same time, the techniques are directly applied to a specific music processing task. By mixing theory and practice, the book’s goal is to offer detailed technological insights as well as a deep understanding of music processing applications. Each chapter ends with a section that includes links to the research literature, suggestions for further reading, a list of references, and exercises. The chapters are organized in a modular fashion, thus offering lecturers and readers many ways to choose, rearrange or supplement the material. Accordingly, selected chapters or individual sections can easily be integrated into courses on general multimedia, information science, signal processing, music informatics, or the digital humanities.

Download or read book The Psychology of Musical Development written by David Hargreaves and published by Cambridge University Press. This book was released on 2017-08-31 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive, up-to-date introduction to the psychology of musical development in children and adults, from theory to research and applications.

Download or read book Computational Intelligence Communications and Business Analytics written by J. K. Mandal and published by Springer. This book was released on 2017-10-01 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set CCIS 775 and 776 constitutes the refereed proceedings of the First International Conference on Computational Intelligence, Communications, and Business Analytics, CICBA 2017, held in Kolkata, India, in March 2017. The 90 revised full papers presented in the two volumes were carefully reviewed and selected from 276 submissions. The papers are organized in topical sections on data science and advanced data analytics; signal processing and communications; microelectronics, sensors, intelligent networks; computational forensics (privacy and security); computational intelligence in bio-computing; computational intelligence in mobile and quantum computing; intelligent data mining and data warehousing; computational intelligence.

Download or read book Handbook of Music and Emotion written by Patrik N. Juslin and published by OUP Oxford. This book was released on 2011-03-17 with total page 992 pages. Available in PDF, EPUB and Kindle. Book excerpt: Music's ability to express and arouse emotions is a mystery that has fascinated both experts and laymen at least since ancient Greece. The predecessor to this book 'Music and Emotion' (OUP, 2001) was critically and commercially successful and stimulated much further work in this area. In the years since publication of that book, empirical research in this area has blossomed, and the successor to 'Music and Emotion' reflects the considerable activity in this area. The Handbook of Music and Emotion offers an 'up-to-date' account of this vibrant domain. It provides comprehensive coverage of the many approaches that may be said to define the field of music and emotion, in all its breadth and depth. The first section offers multi-disciplinary perspectives on musical emotions from philosophy, musicology, psychology, neurobiology, anthropology, and sociology. The second section features methodologically-oriented chapters on the measurement of emotions via different channels (e.g., self report, psychophysiology, neuroimaging). Sections three and four address how emotion enters into different aspects of musical behavior, both the making of music and its consumption. Section five covers developmental, personality, and social factors. Section six describes the most important applications involving the relationship between music and emotion. In a final commentary, the editors comment on the history of the field, summarize the current state of affairs, as well as propose future directions for the field. The only book of its kind, The Handbook of Music and Emotion will fascinate music psychologists, musicologists, music educators, philosophers, and others with an interest in music and emotion (e.g., in marketing, health, engineering, film, and the game industry). It will be a valuable resource for established researchers in the field, a developmental aid for early-career researchers and postgraduate research students, and a compendium to assist students at various levels. In addition, as with its predecessor, it will also attract interest from practising musicians and lay readers fascinated by music and emotion.

Download or read book Themes in the Philosophy of Music written by Stephen Davies and published by Clarendon Press. This book was released on 2003-01-02 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Representing Stephen Davies's best shorter writings, these essays outline developments within the philosophy of music over the last two decades, and summarize the state of play at the beginning of a new century. Including two new and previously unpublished pieces, they address both perennial questions and contemporary controversies, such as that over the 'authentic performance' movement, and the impact of modern technology on the presentation and reception of musical works. Rather than attempting to reduce musical works to a single type, Davies recognizes a great variety of kinds, and a complementary range of possibilities for their rendition. Among the questions that Davies considers are these: How can expressiveness be in a musical work when music experiences nothing? Is music a language of the emotions? How do recorded pop songs and purely electronic pieces differ from works created for live performance? Is John Cage's silent piece, 4'33", music? To what extent is the performer free to create her own interpretation and to what extent is she constrained by the composer's score? Is training in musical technicalities a prerequisite for a full appreciation of musical works and performances? Is an awareness of the socio-historical setting in which a work is created relevant to its appreciation? How does the value of individual musical works go beyond the worth of an interest in music in general? Stimulating and insightful both as individual discussions and as a coherent argument, these essays will be greatly enjoyed by philosophers, aestheticians, art theorists, and musicologists.

Download or read book ISMIR 2008 written by Juan Pablo Bello and published by Lulu.com. This book was released on 2008 with total page 694 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Game Sound Technology and Player Interaction Concepts and Developments written by Grimshaw, Mark and published by IGI Global. This book was released on 2010-09-30 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: Game Sound Technology and Player Interaction: Concepts and Developments researches both how game sound affects a player psychologically, emotionally, and physiologically, and how this relationship itself impacts the design of computer game sound and the development of technology. This compilation also applies beyond the realm of video games to other types of immersive sound, such as soundscape design, gambling machines, emotive and fantastical sound to name a few. The application for this research is wide-ranging, interdisciplinary, and of primary importance for academics and practitioners searching for the right sounds.

Download or read book Deep Listeners written by Judith O. Becker and published by . This book was released on 2004 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: A groundbreaking look into the connections between music, dance, emotion, and trance