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Author : Juan Pablo Bello,Elaine Chew,Douglas Turnbull
Publisher : Lulu.com
Page : 694 pages
File Size : 44,7 Mb
Release : 2008
Category : Information retrieval
ISBN : 9780615248493
Author : Elad Liebman
Publisher : Springer Nature
Page : 224 pages
File Size : 52,5 Mb
Release : 2019-10-01
Category : Technology & Engineering
ISBN : 9783030305192
Over the past 60 years, artificial intelligence has grown from an academic field of research to a ubiquitous array of tools used in everyday technology. Despite its many recent successes, certain meaningful facets of computational intelligence have yet to be thoroughly explored, such as a wide array of complex mental tasks that humans carry out easily, yet are difficult for computers to mimic. A prime example of a domain in which human intelligence thrives, but machine understanding is still fairly limited, is music. Over recent decades, many researchers have used computational tools to perform tasks like genre identification, music summarization, music database querying, and melodic segmentation. While these are all useful algorithmic solutions, we are still a long way from constructing complete music agents able to mimic (at least partially) the complexity with which humans approach music. One key aspect that hasn't been sufficiently studied is that of sequential decision-making in musical intelligence. Addressing this gap, the book focuses on two aspects of musical intelligence: music recommendation and multi-agent interaction in the context of music. Though motivated primarily by music-related tasks, and focusing largely on people's musical preferences, the work presented in this book also establishes that insights from music-specific case studies can also be applicable in other concrete social domains, such as content recommendation.Showing the generality of insights from musical data in other contexts provides evidence for the utility of music domains as testbeds for the development of general artificial intelligence techniques.Ultimately, this thesis demonstrates the overall value of taking a sequential decision-making approach in settings previously unexplored from this perspective.
Author : Marcin Detyniecki,Ana García-Serrano,Andreas Nürnberger
Publisher : Springer Science & Business Media
Page : 169 pages
File Size : 43,6 Mb
Release : 2011-01-25
Category : Computers
ISBN : 9783642184482
This book constitutes the refereed proceedings of the 7th International Conference on Adaptive Multimedia Retrieval, AMR 2009, held in Madrid, Spain, in September 2009. The 12 revised full papers and the invited contribution presented were carefully reviewed. The papers are organized in topical sections on grasping multimedia streams; pinpointing music; adapting distances; understanding images; and around the user.
Author : Solvi Ystad,Mitsuko Aramaki,Richard Kronland-Martinet,Kristoffer Jensen
Publisher : Springer
Page : 361 pages
File Size : 43,9 Mb
Release : 2011-09-15
Category : Computers
ISBN : 9783642231261
This book constitutes the thoroughly refereed post-proceedings of the 7th International Symposium on Computer Music Modeling and Retrieval, CMMR 2010, held in Málaga, Spain, in June 2010. The 22 revised full papers presented were specially reviewed and revised for inclusion in this proceedings volume. The book is divided in five main chapters which reflect the present challenges within the field of computer music modeling and retrieval. The chapters range from music interaction, composition tools and sound source separation to data mining and music libraries. One chapter is also dedicated to perceptual and cognitive aspects that are currently subject to increased interest in the MIR community.
Author : David Meredith
Publisher : Springer
Page : 480 pages
File Size : 45,5 Mb
Release : 2015-10-27
Category : Computers
ISBN : 9783319259314
This book provides an in-depth introduction and overview of current research in computational music analysis. Its seventeen chapters, written by leading researchers, collectively represent the diversity as well as the technical and philosophical sophistication of the work being done today in this intensely interdisciplinary field. A broad range of approaches are presented, employing techniques originating in disciplines such as linguistics, information theory, information retrieval, pattern recognition, machine learning, topology, algebra and signal processing. Many of the methods described draw on well-established theories in music theory and analysis, such as Forte's pitch-class set theory, Schenkerian analysis, the methods of semiotic analysis developed by Ruwet and Nattiez, and Lerdahl and Jackendoff's Generative Theory of Tonal Music. The book is divided into six parts, covering methodological issues, harmonic and pitch-class set analysis, form and voice-separation, grammars and hierarchical reduction, motivic analysis and pattern discovery and, finally, classification and the discovery of distinctive patterns. As a detailed and up-to-date picture of current research in computational music analysis, the book provides an invaluable resource for researchers, teachers and students in music theory and analysis, computer science, music information retrieval and related disciplines. It also provides a state-of-the-art reference for practitioners in the music technology industry.
Author : Andreas Nürnberger,Sebastian Stober,Birger Larsen,Marcin Detyniecki
Publisher : Springer
Page : 291 pages
File Size : 52,9 Mb
Release : 2014-10-29
Category : Computers
ISBN : 9783319120935
This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Conference on Adaptive Multimedia Retrieval, AMR 2012, held in Copenhagen, Denmark, in October 2012. The 17 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers cover topics of state of the art contributions, features and classification, location context, language and semantics, music retrieval, and adaption and HCI.
Author : Kanellopoulos, Dimitris
Publisher : IGI Global
Page : 530 pages
File Size : 41,5 Mb
Release : 2013-01-31
Category : Computers
ISBN : 9781466628342
As ubiquitous multimedia applications benefit from the rapid development of intelligent multimedia technologies, there is an inherent need to present frameworks, techniques and tools that adopt these technologies to a range of networking applications. Intelligent Multimedia Technologies for Networking Applications: Techniques and Tools promotes the discussion of specific solutions for improving the quality of multimedia experience while investigating issues arising from the deployment of techniques for adaptive video streaming. This reference source provides relevant theoretical frameworks and leading empirical research findings and is suitable for practitioners and researchers in the area of multimedia technology.
Author : Wang, Wenwu
Publisher : IGI Global
Page : 554 pages
File Size : 53,8 Mb
Release : 2010-07-31
Category : Computers
ISBN : 9781615209200
Machine audition is the study of algorithms and systems for the automatic analysis and understanding of sound by machine. It has recently attracted increasing interest within several research communities, such as signal processing, machine learning, auditory modeling, perception and cognition, psychology, pattern recognition, and artificial intelligence. However, the developments made so far are fragmented within these disciplines, lacking connections and incurring potentially overlapping research activities in this subject area. Machine Audition: Principles, Algorithms and Systems contains advances in algorithmic developments, theoretical frameworks, and experimental research findings. This book is useful for professionals who want an improved understanding about how to design algorithms for performing automatic analysis of audio signals, construct a computing system for understanding sound, and learn how to build advanced human-computer interactive systems.
Author : José L. Balcázar,Francesco Bonchi,Aristides Gionis,Michèle Sebag
Publisher : Springer Science & Business Media
Page : 538 pages
File Size : 45,7 Mb
Release : 2010-09-13
Category : Computers
ISBN : 9783642158827
This book constitutes the refereed proceedings of the joint conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2010, held in Barcelona, Spain, in September 2010. The 120 revised full papers presented in three volumes, together with 12 demos (out of 24 submitted demos), were carefully reviewed and selected from 658 paper submissions. In addition, 7 ML and 7 DM papers were distinguished by the program chairs on the basis of their exceptional scientific quality and high impact on the field. The conference intends to provide an international forum for the discussion of the latest high quality research results in all areas related to machine learning and knowledge discovery in databases. A topic widely explored from both ML and DM perspectives was graphs, with motivations ranging from molecular chemistry to social networks.
Author : Marcin Szczuka,Marzena Kryszkiewicz,Richard Jensen,Qinghua Hu
Publisher : Springer Science & Business Media
Page : 767 pages
File Size : 44,5 Mb
Release : 2010-06-09
Category : Computers
ISBN : 9783642135286
This book constitutes the refereed proceedings of the 7th International Conference on Rough Sets and Current Trends in Computing, RSCTC 2010, held in Warsaw, Poland, in June 2010.
Author : Mitsuko Aramaki,Richard Kronland-Martinet,Sølvi Ystad
Publisher : Springer
Page : 371 pages
File Size : 42,9 Mb
Release : 2017-09-15
Category : Computers
ISBN : 9783319677385
This book constitutes the thoroughly refereed post-conference of the 12th International Symposium on Computer Music Modeling and Retrieval, CMMR 2016, held in São Paulo, Brazil, in July 2016. The 22 full papers presented were carefully reviewed and selected from 40 submissions. This year’s conference theme “Bridging People and Sound” aimed at encouraging contributions from artists and listeners on the one side and audio and music technology researchers on the other.
Author : Tao Li,Mitsunori Ogihara,George Tzanetakis
Publisher : CRC Press
Page : 372 pages
File Size : 50,8 Mb
Release : 2011-07-12
Category : Business & Economics
ISBN : 9781439835555
The research area of music information retrieval has gradually evolved to address the challenges of effectively accessing and interacting large collections of music and associated data, such as styles, artists, lyrics, and reviews. Bringing together an interdisciplinary array of top researchers, Music Data Mining presents a variety of approaches to
Author : Rolf Bader
Publisher : Springer
Page : 1089 pages
File Size : 46,9 Mb
Release : 2018-03-21
Category : Technology & Engineering
ISBN : 9783662550045
This unique reference book offers a holistic description of the multifaceted field of systematic musicology, which is the study of music, its production and perception, and its cultural, historical and philosophical background. The seven sections reflect the main topics in this interdisciplinary subject. The first two parts discuss musical acoustics and signal processing, comprehensively describing the mathematical and physical fundamentals of musical sound generation and propagation. The complex interplay of physiology and psychology involved in sound and music perception is covered in the following sections, with a particular focus on psychoacoustics and the recently evolved research on embodied music cognition. In addition, a huge variety of technical applications for professional training, music composition and consumer electronics are presented. A section on music ethnology completes this comprehensive handbook. Music theory and philosophy of music are imbedded throughout. Carefully edited and written by internationally respected experts, it is an invaluable reference resource for professionals and graduate students alike.
Author : Mitsuko Aramaki,Mathieu Barthet,Richard Kronland-Martinet,Sølvi Ystad
Publisher : Springer
Page : 502 pages
File Size : 54,7 Mb
Release : 2013-09-12
Category : Computers
ISBN : 9783642412486
This book constitutes the thoroughly refereed post-conference proceedings of the 9th International Symposium on Computer Music Modeling and Retrieval, CMMR 2012, held in London, UK, in June 2012. The 28 revised full papers presented were carefully reviewed and selected for inclusion in this volume. The papers have been organized in the following topical sections: music emotion analysis; 3D audio and sound synthesis; computer models of music perception and cognition; music emotion recognition; music information retrieval; film soundtrack and music recommendation; and computational musicology and music education. The volume also includes selected papers from the Cross-Disciplinary Perspectives on Expressive Performance Workshop held within the framework of CMMR 2012.
Author : Marcin Detyniecki,Ana García-Serrano,Andreas Nürnberger,Sebastian Stober
Publisher : Springer
Page : 141 pages
File Size : 46,5 Mb
Release : 2013-03-15
Category : Computers
ISBN : 9783642374258
This book constitutes the refereed post-proceedings of the 9th International Conference on Adaptive Multimedia Retrieval, AMR 2011, held in Barcelona, Spain, in July 2011. The 9 revised full papers and the invited contribution presented were carefully reviewed and selected from numerous submissions. The papers cover topics ranging from theoretical work to practical implementations and its evaluation, most of them dealing with audio or music media. They are organized in topical sections on evaluation and user studies, audio and music, image retrieval, and similarity and music.