advances-in-music-information-retrieval

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Advances in Music Information Retrieval

Author : Zbigniew W Ras
Publisher : Springer Science & Business Media
ISBN 13 : 3642116736
Total Pages : 411 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Advances in Music Information Retrieval by : Zbigniew W Ras

Download or read book Advances in Music Information Retrieval written by Zbigniew W Ras and published by Springer Science & Business Media. This book was released on 2010-02-28 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sound waves propagate through various media, and allow communication or entertainment for us, humans. Music we hear or create can be perceived in such aspects as rhythm, melody, harmony, timbre, or mood. All these elements of music can be of interest for users of music information retrieval systems. Since vast music repositories are available for everyone in everyday use (both in private collections, and in the Internet), it is desirable and becomes necessary to browse music collections by contents. Therefore, music information retrieval can be potentially of interest for every user of computers and the Internet. There is a lot of research performed in music information retrieval domain, and the outcomes, as well as trends in this research, are certainly worth popularizing. This idea motivated us to prepare the book on Advances in Music Information Retrieval. It is divided into four sections: MIR Methods and Platforms, Harmony, Music Similarity, and Content Based Identification and Retrieval. Glossary of basic terms is given at the end of the book, to familiarize readers with vocabulary referring to music information retrieval.

Advances in Music Information Retrieval

Author : Zbigniew W Ras
Publisher : Springer
ISBN 13 : 9783642117787
Total Pages : 420 pages
Book Rating : 4.1/5 (177 download)

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Book Synopsis Advances in Music Information Retrieval by : Zbigniew W Ras

Download or read book Advances in Music Information Retrieval written by Zbigniew W Ras and published by Springer. This book was released on 2010-11-07 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sound waves propagate through various media, and allow communication or entertainment for us, humans. Music we hear or create can be perceived in such aspects as rhythm, melody, harmony, timbre, or mood. All these elements of music can be of interest for users of music information retrieval systems. Since vast music repositories are available for everyone in everyday use (both in private collections, and in the Internet), it is desirable and becomes necessary to browse music collections by contents. Therefore, music information retrieval can be potentially of interest for every user of computers and the Internet. There is a lot of research performed in music information retrieval domain, and the outcomes, as well as trends in this research, are certainly worth popularizing. This idea motivated us to prepare the book on Advances in Music Information Retrieval. It is divided into four sections: MIR Methods and Platforms, Harmony, Music Similarity, and Content Based Identification and Retrieval. Glossary of basic terms is given at the end of the book, to familiarize readers with vocabulary referring to music information retrieval.

Advances in Information Retrieval

Author : Djoerd Hiemstra
Publisher : Springer Nature
ISBN 13 : 3030722406
Total Pages : 760 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Advances in Information Retrieval by : Djoerd Hiemstra

Download or read book Advances in Information Retrieval written by Djoerd Hiemstra and published by Springer Nature. This book was released on 2021-03-29 with total page 760 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 12656 and 12657 constitutes the refereed proceedings of the 43rd European Conference on IR Research, ECIR 2021, held virtually in March/April 2021, due to the COVID-19 pandemic. The 50 full papers presented together with 11 reproducibility papers, 39 short papers, 15 demonstration papers, 12 CLEF lab descriptions papers, 5 doctoral consortium papers, 5 workshop abstracts, and 8 tutorials abstracts were carefully reviewed and selected from 436 submissions. The accepted contributions cover the state of the art in IR: deep learning-based information retrieval techniques, use of entities and knowledge graphs, recommender systems, retrieval methods, information extraction, question answering, topic and prediction models, multimedia retrieval, and much more.

Trends in Music Information Seeking, Behavior, and Retrieval for Creativity

Author : Kostagiolas, Petros
Publisher : IGI Global
ISBN 13 : 1522502718
Total Pages : 388 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Trends in Music Information Seeking, Behavior, and Retrieval for Creativity by : Kostagiolas, Petros

Download or read book Trends in Music Information Seeking, Behavior, and Retrieval for Creativity written by Kostagiolas, Petros and published by IGI Global. This book was released on 2016-06-01 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the literature of information science, a number of studies have been carried out attempting to model cognitive, affective, behavioral, and contextual factors associated with human information seeking and retrieval. On the other hand, only a few studies have addressed the exploration of creative thinking in music, focusing on understanding and describing individuals information seeking behavior during the creative process. Trends in Music Information Seeking, Behavior, and Retrieval for Creativity connects theoretical concepts in information seeking and behavior to the music creative process. This publication presents new research, case studies, surveys, and theories related to various aspects of information retrieval and the information seeking behavior of diverse scholarly and professional music communities. Music professionals, theorists, researchers, and students will find this publication an essential resource for their professional and research needs.

A New Companion to Digital Humanities

Author : Susan Schreibman
Publisher : John Wiley & Sons
ISBN 13 : 1118680596
Total Pages : 596 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis A New Companion to Digital Humanities by : Susan Schreibman

Download or read book A New Companion to Digital Humanities written by Susan Schreibman and published by John Wiley & Sons. This book was released on 2016-01-26 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt: This highly-anticipated volume has been extensively revised to reflect changes in technology, digital humanities methods and practices, and institutional culture surrounding the valuation and publication of digital scholarship. A fully revised edition of a celebrated reference work, offering the most comprehensive and up-to-date collection of research currently available in this rapidly evolving discipline Includes new articles addressing topical and provocative issues and ideas such as retro computing, desktop fabrication, gender dynamics, and globalization Brings together a global team of authors who are pioneers of innovative research in the digital humanities Accessibly structured into five sections exploring infrastructures, creation, analysis, dissemination, and the future of digital humanities Surveys the past, present, and future of the field, offering essential research for anyone interested in better understanding the theory, methods, and application of the digital humanities

Music Similarity and Retrieval

Author : Peter Knees
Publisher : Springer
ISBN 13 : 3662497220
Total Pages : 299 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Music Similarity and Retrieval by : Peter Knees

Download or read book Music Similarity and Retrieval written by Peter Knees and published by Springer. This book was released on 2016-05-28 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a summary of the manifold audio- and web-based approaches to music information retrieval (MIR) research. In contrast to other books dealing solely with music signal processing, it addresses additional cultural and listener-centric aspects and thus provides a more holistic view. Consequently, the text includes methods operating on features extracted directly from the audio signal, as well as methods operating on features extracted from contextual information, either the cultural context of music as represented on the web or the user and usage context of music. Following the prevalent document-centered paradigm of information retrieval, the book addresses models of music similarity that extract computational features to describe an entity that represents music on any level (e.g., song, album, or artist), and methods to calculate the similarity between them. While this perspective and the representations discussed cannot describe all musical dimensions, they enable us to effectively find music of similar qualities by providing abstract summarizations of musical artifacts from different modalities. The text at hand provides a comprehensive and accessible introduction to the topics of music search, retrieval, and recommendation from an academic perspective. It will not only allow those new to the field to quickly access MIR from an information retrieval point of view but also raise awareness for the developments of the music domain within the greater IR community. In this regard, Part I deals with content-based MIR, in particular the extraction of features from the music signal and similarity calculation for content-based retrieval. Part II subsequently addresses MIR methods that make use of the digitally accessible cultural context of music. Part III addresses methods of collaborative filtering and user-aware and multi-modal retrieval, while Part IV explores current and future applications of music retrieval and recommendation.>

Music Data Analysis

Author : Claus Weihs
Publisher : CRC Press
ISBN 13 : 1315353830
Total Pages : 716 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Music Data Analysis by : Claus Weihs

Download or read book Music Data Analysis written by Claus Weihs and published by CRC Press. This book was released on 2016-11-17 with total page 716 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive overview of music data analysis, from introductory material to advanced concepts. It covers various applications including transcription and segmentation as well as chord and harmony, instrument and tempo recognition. It also discusses the implementation aspects of music data analysis such as architecture, user interface and hardware. It is ideal for use in university classes with an interest in music data analysis. It also could be used in computer science and statistics as well as musicology.

From Content-based Music Emotion Recognition to Emotion Maps of Musical Pieces

Author : Jacek Grekow
Publisher : Springer
ISBN 13 : 3319706098
Total Pages : 142 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis From Content-based Music Emotion Recognition to Emotion Maps of Musical Pieces by : Jacek Grekow

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.

Adaptive Multimedia Retrieval: Semantics, Context, and Adaptation

Author : Andreas Nürnberger
Publisher : Springer
ISBN 13 : 331912093X
Total Pages : 291 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Adaptive Multimedia Retrieval: Semantics, Context, and Adaptation by : Andreas Nürnberger

Download or read book Adaptive Multimedia Retrieval: Semantics, Context, and Adaptation written by Andreas Nürnberger and published by Springer. This book was released on 2014-10-29 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Advances in Speech and Music Technology

Author : Anupam Biswas
Publisher : Springer Nature
ISBN 13 : 9813368810
Total Pages : 463 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Advances in Speech and Music Technology by : Anupam Biswas

Download or read book Advances in Speech and Music Technology written by Anupam Biswas and published by Springer Nature. This book was released on 2021-05-31 with total page 463 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features original papers from 25th International Symposium on Frontiers of Research in Speech and Music (FRSM 2020), jointly organized by National Institute of Technology, Silchar, India, during 8–9 October 2020. The book is organized in five sections, considering both technological advancement and interdisciplinary nature of speech and music processing. The first section contains chapters covering the foundations of both vocal and instrumental music processing. The second section includes chapters related to computational techniques involved in the speech and music domain. A lot of research is being performed within the music information retrieval domain which is potentially interesting for most users of computers and the Internet. Therefore, the third section is dedicated to the chapters related to music information retrieval. The fourth section contains chapters on the brain signal analysis and human cognition or perception of speech and music. The final section consists of chapters on spoken language processing and applications of speech processing.

Computational Intelligence in Multimedia Processing: Recent Advances

Author : Aboul-Ella Hassanien
Publisher : Springer
ISBN 13 : 3540768270
Total Pages : 536 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Computational Intelligence in Multimedia Processing: Recent Advances by : Aboul-Ella Hassanien

Download or read book Computational Intelligence in Multimedia Processing: Recent Advances written by Aboul-Ella Hassanien and published by Springer. This book was released on 2008-04-23 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent decades Multimedia processing has emerged as an important technology to generate content based on images, video, audio, graphics, and text. This book is a compilation of the latest trends and developments in the field of computational intelligence in multimedia processing. The edited book presents a large number of interesting applications to intelligent multimedia processing of various Computational Intelligence techniques including neural networks and fuzzy logic.

Music and Fuzzy Logic

Author : Hanns-Werner Heister
Publisher : Springer Nature
ISBN 13 : 3662629070
Total Pages : 724 pages
Book Rating : 4.6/5 (626 download)

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Book Synopsis Music and Fuzzy Logic by : Hanns-Werner Heister

Download or read book Music and Fuzzy Logic written by Hanns-Werner Heister and published by Springer Nature. This book was released on 2021-02-21 with total page 724 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book unfolds the manifold, complex and intertwined relations between Fuzzy Logic and music in a first comprehensive overview on this topic: systematically as an outline, as completely as possible, in the aspects of Fuzzy Logic in this relation, and especially in music as a process with three main phases, five anthropological layers, and thirteen forms of existence of the art work (Classics, Jazz, Pop, Folklore). Being concerned with the ontological, gnoseological, psychological, and (music-) aesthetical status and the relative importance of different phenomena of relationship between music and Fuzzy Logic, the explication follows the four main principles (with five phenotypes) of Fuzzy Logic with respect to music: similarity, sharpening 1 as filtering, sharpening 2 as crystallization, blurring, and variation. The book reports on years of author’s research on topics that have been only little explored so far in the area of Music and Fuzzy Logic. It merges concepts of music analysis with fuzzy logical modes of thinking, in a unique way that is expected to attract both specialists of music and specialists of Fuzzy Logic, and also non-specialists in both fields. The book introduces the concept of dialectic between sharpening and – conscious – “blurring”. In turn, some important aspects of this dialectic are discussed, placing them in an historical dimension, and ending in the postulation of a 'musical turn' in the sciences, with some important reflections concerning a “Philosophy of Fuzzy Logic”. Moreover, a production-oriented thinking is borrowed from fuzzy logic to musicology in this book, opening new perspectives in music, and possibly also in other artistic fields.

Challenges at the Interface of Data Analysis, Computer Science, and Optimization

Author : Wolfgang A. Gaul
Publisher : Springer Science & Business Media
ISBN 13 : 3642244661
Total Pages : 560 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Challenges at the Interface of Data Analysis, Computer Science, and Optimization by : Wolfgang A. Gaul

Download or read book Challenges at the Interface of Data Analysis, Computer Science, and Optimization written by Wolfgang A. Gaul and published by Springer Science & Business Media. This book was released on 2012-02-06 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides approaches and solutions to challenges occurring at the interface of research fields such as data analysis, computer science, operations research, and statistics. It includes theoretically oriented contributions as well as papers from various application areas, where knowledge from different research directions is needed to find the best possible interpretation of data for the underlying problem situations. Beside traditional classification research, the book focuses on current interests in fields such as the analysis of social relationships as well as statistical musicology.

Research and Advanced Technology for Digital Libraries

Author : Serge Abiteboul
Publisher : Springer
ISBN 13 : 3540481559
Total Pages : 504 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Research and Advanced Technology for Digital Libraries by : Serge Abiteboul

Download or read book Research and Advanced Technology for Digital Libraries written by Serge Abiteboul and published by Springer. This book was released on 2003-07-31 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third European Conference on Research and Advanced Technology for Digital Libaries, ECDL'99, held in Paris, France in September 1999. The 26 revised full papers presented were carefully reviewed and selected from a total of 124 submissions. The book is divided in topical sections on image categorization and access, audio and video in digital libraries, information retrieval, user adaptation, knowledge sharing, cross language issues, case studies, and modelling, accessability and connectedness.

Advances in Information Retrieval

Author :
Publisher :
ISBN 13 :
Total Pages : 676 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Advances in Information Retrieval by :

Download or read book Advances in Information Retrieval written by and published by . This book was released on 2003 with total page 676 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Music Information Retrieval

Author : Markus Schedl
Publisher :
ISBN 13 : 9781601988065
Total Pages : 154 pages
Book Rating : 4.9/5 (88 download)

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Book Synopsis Music Information Retrieval by : Markus Schedl

Download or read book Music Information Retrieval written by Markus Schedl and published by . This book was released on 2014 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: Music Information Retrieval: Recent Developments and Applications surveys the young but established field of research that is Music Information Retrieval (MIR). In doing so, it pays particular attention to the latest developments in MIR, such as semantic auto-tagging and user-centric retrieval and recommendation approaches. Music Information Retrieval: Recent Developments and Applications starts by reviewing the well-established and proven methods for feature extraction and music indexing, from both the audio signal and contextual data sources about music items, such as web pages or collaborative tags. These in turn enable a wide variety of music retrieval tasks, such as semantic music search or music identification ("query by example"). Subsequently, it elaborates on the current work on user analysis and modeling in the context of music recommendation and retrieval, addressing the recent trend towards user-centric and adaptive approaches and systems. A discussion follows about the important aspect of how various MIR approaches to different problems are evaluated and compared. It concludes with a discussion about the major open challenges facing MIR.

Research and Advanced Technology for Digital Libraries

Author : Rachel Heery
Publisher : Springer
ISBN 13 : 3540302301
Total Pages : 532 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Research and Advanced Technology for Digital Libraries by : Rachel Heery

Download or read book Research and Advanced Technology for Digital Libraries written by Rachel Heery and published by Springer. This book was released on 2005-01-11 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are delighted to present the ECDL 2004 Conference proceedings from the 8th European Conference on Research and Advanced Technology for Digital - braries at the University of Bath, Bath, UK. This followed an impressive and geographicallydispersedseriesof locationsfor previousevents: Pisa(1997),H- aklion(1998),Paris(1999),Lisbon (2000),Darmstadt(2001),Rome (2002),and Trondheim (2003). The conference re?ected the rapidly evolving landscape of digital libraries, both in technology developments and in the focus of approaches to implem- tation. An emphasis on the requirements of the individual user and of diverse and distributed user communities was apparent. In addition, the conference p- gramme began to address, possibly for the ?rst time, the associated themes of e-research/e-scienceand e-learning and their relationship to digital libraries. We observed increasing commonality in both the distributed information archit- tures and the technical standards that underpin global infrastructure devel- ments. Digital libraries are integral to this information landscape and to the creation of increasingly powerful tools and applications for resource discovery and knowledge extraction. Digital libraries support and facilitate the data and information ?ows within the scholarly knowledge cycle and provide essential - abling functionality for both learnersand researchers. The varied and innovative research activities presented at ECDL 2004 demonstrate the exciting potential of this very fast-moving ?eld. The 148 papers, 43 posters, 5 panels, 14 tutorials and 4 workshops subm- ted this year were once again of the highest quality.