Music Information Retrieval: Recent Developments and Applications - Couverture souple

Schedl, Markus; Gómez, Emilia; Urbano, Julián

 
9781601988065: Music Information Retrieval: Recent Developments and Applications
Couverture souple
ISBN 10 : 1601988060 ISBN 13 : 9781601988065
Editeur : now publishers Inc, 2014

Synopsis

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. Music Information Retrieval: Recent Developments and Applications is an invaluable reference for researchers, students or practitioners working on, or with an interest in MIR.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

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. Music Information Retrieval: Recent Developments and Applications is an invaluable reference for researchers, students or practitioners working on, or with an interest in MIR.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
now publishers Inc
Date d'édition
2014
Langue
anglais
ISBN 10 
1601988060
ISBN 13 
9781601988065
Reliure
Broché
Nombre de pages
154
Coordonnées du fabricant
non disponible
Personne responsable
non disponible