Welcome Guest!

Quick Find:  

Advanced Search

Languages: English Español

Valid XHTML 1.0 Transitional ¡CSS Válido! Icono de conformidad con el Nivel Doble-A, 
	de las Directrices de Accesibilidad para el 
	Contenido Web 1.0 del W3C-WAI

Expressivity-Aware Tempo Transformations of Music Performances Using Case Based Reasoning


Expressivity-Aware Tempo Transformations of Music Performances Using Case Based Reasoning
Expressivity-Aware Tempo Transformations of Music Performances Using Case Based Reasoning

Maarten Grachten

Affiliation: Consejo Superior de Investigaciones Científicas. Institut d'Investigació en Intel-ligencia Artificial (Bellaterra, España)

Biography: Not available

Close window

Maarten Grachten

About the authors 

Publication year: 2007

Language: English

Subjects: Science and Technology

Collection: Monografies de l'Institut d'Investigació en Intel-ligencia Artificial

Free eBook

Abstract:

This monograph reports an investigation into the use of case based reasoning for expressivity aware tempo transformation of audio-recorded performances of melodies. This specific task is illustrative of a wider application domain that has emerged during the past decade: content-based multimedia processing. Large scale availability of image, video, and audio information in digital format requires new ways of managing and transforming information. The work presented in the monograph is an example of such content-based transformation. The monograph investigates the problem of how a musical performance played at a particular tempo can be rendered automatically at another tempo, while preserving naturally sounding expressivity. The work presented raises a number of challenging topics. First there is the question of data modeling. It is an open issue how expressivity information can be extracted from the performance and appropriately represented, and what aspects of the melody should be explicitly described for content-based manipulation of performed music. Secondly, from the case based reasoning perspective tempo-transformation of performed melodies is an interesting problem domain, since the problem and solution data are composite structures of temporal nature, and the domain expertise (expressively performing music) is almost entirely a tacit skill. Thirdly, since problem solving in case based reasoning is based on the reuse of previous problems, similarity measures for melodies and performances play a central role. This creates an overlap with the field of music information retrieval. Lastly, this research raises the question of how the quality of transformed performances can be evaluated. The evaluation of models for expressive music performance is an important unsettled issue that deserves broad attention.

Table of Contents Table of Contents (0.12 Mb)

Preview Preview (0.23 Mb)

Bibliographic information

Physical Description : XX, 150 p. : gráf. ; 24 cm

ISBN: 978-84-00-08571-1

Publication: Bellaterra (España) : Consejo Superior de Investigaciones Científicas, 2007

Other data: Thesis. Universidad Pompeu Fabra (Spain), 2006

Buy the digital edition at

This eBook is available for free download

Free Downloads

To download the eBook must be registered

This book was added to our online catalog on Monday 27 April, 2015.