Music Retrieval

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Information Retrieval for Music and Motion

Author : Meinard Müller
Publisher : Springer Science & Business Media
ISBN 13 : 3540740481
Total Pages : 318 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Information Retrieval for Music and Motion by : Meinard Müller

Download or read book Information Retrieval for Music and Motion written by Meinard Müller and published by Springer Science & Business Media. This book was released on 2007-09-09 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Content-based multimedia retrieval is a challenging research field with many unsolved problems. This monograph details concepts and algorithms for robust and efficient information retrieval of two different types of multimedia data: waveform-based music data and human motion data. It first examines several approaches in music information retrieval, in particular general strategies as well as efficient algorithms. The book then introduces a general and unified framework for motion analysis, retrieval, and classification, highlighting the design of suitable features, the notion of similarity used to compare data streams, and data organization.

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 Retrieval

Author : Nicola Orio
Publisher : Now Publishers Inc
ISBN 13 : 1933019395
Total Pages : 106 pages
Book Rating : 4.9/5 (33 download)

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Book Synopsis Music Retrieval by : Nicola Orio

Download or read book Music Retrieval written by Nicola Orio and published by Now Publishers Inc. This book was released on 2006 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: Music Accessing and Retrieval is the first comprehensive survey of the vast new field of Music Information Retrieval (MIR). It describes a number of issues which are peculiar to the language of music - including forms, formats, and dimensions of music - together with the typologies of users and their information needs. To fulfil these needs a number of approaches are discussed, from direct search to information filtering and clustering of music documents. The emphasis is on tools, techniques, and approaches for content-based MIR, rather than on the systems that implement them. The interested reader can, however, find descriptions of more than 35 systems for music retrieval with links to their Web sites. Music Accessing and Retrieval can be used as both a guide for beginners who are embarking on research in this relatively new area, and a useful reference for established researchers in this field.

Music Retrieval based on Melodic Similarity

Author :
Publisher :
ISBN 13 : 9039344418
Total Pages : 141 pages
Book Rating : 4.0/5 (393 download)

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Book Synopsis Music Retrieval based on Melodic Similarity by :

Download or read book Music Retrieval based on Melodic Similarity written by and published by . This book was released on 2007 with total page 141 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.

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.

Computer Music Modeling and Retrieval

Author : Uffe Wiil
Publisher : Springer
ISBN 13 : 3540318070
Total Pages : 371 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Computer Music Modeling and Retrieval by : Uffe Wiil

Download or read book Computer Music Modeling and Retrieval written by Uffe Wiil and published by Springer. This book was released on 2005-02-02 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the International Computer Music Modeling and Retrieval Symposium, CMMR 2004, held in Esbjerg, Denmark in May 2004. The 26 revised full papers presented were carefully selected during two rounds of reviewing and improvement. Due to the interdisciplinary nature of the area, the papers address a broad variety of topics. The papers are organized in topical sections on pitch and melody detection; rhythm, tempo, and beat; music generation and knowledge; music performance, rendering, and interfaces; music scores and synchronization; synthesis, timbre, and musical playing; music representation and retrieval; and music analysis.

Computer Music Modeling and Retrieval

Author : Uffe K. Wiil
Publisher : Springer Science & Business Media
ISBN 13 : 3540209220
Total Pages : 257 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Computer Music Modeling and Retrieval by : Uffe K. Wiil

Download or read book Computer Music Modeling and Retrieval written by Uffe K. Wiil and published by Springer Science & Business Media. This book was released on 2004-02-12 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the International Computer Music Modeling and Retrieval Symposium, CMMR 2003, held in Montpellier, France, in May 2003. The 20 revised full papers were carefully selected during two rounds of reviewing and improvement. Due to the interdisciplinary nature of the area, the papers address a broad variety of topics including information retrieval, programming, human-computer interaction, digital libraries, hypermedia, artificial intelligence, acoustics, signal processing, etc. The book comes with a CD-ROM presenting supplementary material for the papers included.

Advances in Music Information Retrieval

Author : Zbigniew W. Ras
Publisher : Springer
ISBN 13 : 3642116744
Total Pages : 420 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. This book was released on 2010-03-10 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.

Fundamentals of Music Processing

Author : Meinard Müller
Publisher : Springer
ISBN 13 : 3319219456
Total Pages : 487 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Fundamentals of Music Processing by : Meinard Müller

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.

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.

Computer Music Modeling and Retrieval

Author : Richard Kronland-Martinet
Publisher : Springer
ISBN 13 : 3540340289
Total Pages : 280 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Computer Music Modeling and Retrieval by : Richard Kronland-Martinet

Download or read book Computer Music Modeling and Retrieval written by Richard Kronland-Martinet and published by Springer. This book was released on 2006-05-19 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the post-proceedings of the Third International Computer Music Modeling and Retrieval Symposium, CMMR 2005. The 24 revised full papers address a broad variety of topics, organized in topical sections on sound synthesis; music perception and cognition; interactive music: interface, interaction, gestures and sensors, music composition; music retrieval; music performance, music analysis, music representation; as well as interdisciplinarity and computer music.

Adaptive Multimedia Retrieval: Identifying, Summarizing, and Recommending Image and Music

Author : Marcin Detyniecki
Publisher : Springer
ISBN 13 : 3642147585
Total Pages : 185 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Adaptive Multimedia Retrieval: Identifying, Summarizing, and Recommending Image and Music by : Marcin Detyniecki

Download or read book Adaptive Multimedia Retrieval: Identifying, Summarizing, and Recommending Image and Music written by Marcin Detyniecki and published by Springer. This book was released on 2010-07-10 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the 6th International Workshop on Adaptive Multimedia Retrieval, AMR 2008, held in Berlin, Germany, in June 2008.

Computer Music Modeling and Retrieval. Sense of Sounds

Author : Richard Kronland-Martinet
Publisher : Springer Science & Business Media
ISBN 13 : 3540850341
Total Pages : 519 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Computer Music Modeling and Retrieval. Sense of Sounds by : Richard Kronland-Martinet

Download or read book Computer Music Modeling and Retrieval. Sense of Sounds written by Richard Kronland-Martinet and published by Springer Science & Business Media. This book was released on 2008-07-17 with total page 519 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Computer Music Modeling and Retrieval Symposium, CMMR 2007, held in Copenhagen, Denmark, in August 2007 jointly with the International Computer Music Conference 2007, ICMC 2007. The 33 revised full papers presented were carefully selected during two rounds of reviewing and improvement. Due to the interdisciplinary nature of the area, the papers address a broad variety of topics in computer science and engineering areas such as information retrieval, programming, human computer interaction, digital libraries, hypermedia, artificial intelligence, acoustics, signal processing, etc. CMMR 2007 has put special focus on the Sense of Sounds from the synthesis and retrieval point of view. This theme is pluridisciplinary by nature and associates the fields of sound modeling by analysis, synthesis, perception and cognition.

Understanding Information Retrieval Systems

Author : Marcia J. Bates
Publisher : CRC Press
ISBN 13 : 1466551356
Total Pages : 754 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Understanding Information Retrieval Systems by : Marcia J. Bates

Download or read book Understanding Information Retrieval Systems written by Marcia J. Bates and published by CRC Press. This book was released on 2011-12-20 with total page 754 pages. Available in PDF, EPUB and Kindle. Book excerpt: In order to be effective for their users, information retrieval (IR) systems should be adapted to the specific needs of particular environments. The huge and growing array of types of information retrieval systems in use today is on display in Understanding Information Retrieval Systems: Management, Types, and Standards, which addresses over 20 typ

Information Retrieval Technology

Author : Hwee Tou Ng
Publisher : Springer Science & Business Media
ISBN 13 : 3540457801
Total Pages : 697 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Information Retrieval Technology by : Hwee Tou Ng

Download or read book Information Retrieval Technology written by Hwee Tou Ng and published by Springer Science & Business Media. This book was released on 2006-10-06 with total page 697 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third Asia Information Retrieval Symposium, AIRS 2006. The book presents 34 revised full papers and 24 revised poster papers. All current issues in information retrieval are addressed: applications, systems, technologies and theoretical aspects of information retrieval in text, audio, image, video and multi-media data. The papers are organized in topical sections on text retrieval, search and extraction, text classification and indexing, and more.

Proceedings of the 8th Conference on Sound and Music Technology

Author : Xi Shao
Publisher : Springer Nature
ISBN 13 : 9811616493
Total Pages : 216 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Proceedings of the 8th Conference on Sound and Music Technology by : Xi Shao

Download or read book Proceedings of the 8th Conference on Sound and Music Technology written by Xi Shao and published by Springer Nature. This book was released on 2021-04-24 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents selected papers at the 8th Conference on Sound and Music Technology (CSMT) held in November 2020, at Taiyuan, Shanxi, China. CSMT is a multidisciplinary conference focusing on audio processing and understanding with bias on music and acoustic signals. The primary aim of the conference is to promote the collaboration between art society and technical society in China. In this proceeding, the paper included covers a wide range topic from speech, signal processing, music understanding, machine learning and signal processing for advanced medical diagnosis and treatment applications; which demonstrates the target of CSMT merging arts and science research together.its content caters to scholars, researchers, engineers, artists, and education practitioners not only from academia but also industry, who are interested in audio/acoustics analysis signal processing, music, sound, and artificial intelligence (AI).