filename     : Wen13.pdf
entry        : inproceedings
conference   : Eurographics 2013, Girona, Spain, 6-10 May, 2013
pages        : 345-354
year         : 2013
month        : 5
title        : Scalable Music: Automatic Music Retargeting and Synthesis
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author       : Simon Wenner, Jean-Charles Bazin, Alexander Sorkine-Hornung, Changil Kim, Markus Gross
booktitle    : Computer Graphics Forum
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volume       : 32
issue        : 2
language     : 
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abstract     : In this paper we propose a method for dynamic rescaling of music, inspired by recent works on image retargeting,
video reshuffling and character animation in the computer graphics community. Given the desired target length of
a piece of music and optional additional constraints such as position and importance of certain parts, we build on
concepts from seam carving, video textures and motion graphs and extend them to allow for a global optimization
of jumps in an audio signal. Based on an automatic feature extraction and spectral clustering for segmentation,
we employ length-constrained least-costly path search via dynamic programming to synthesize a novel piece of
music that best fulfills all desired constraints, with imperceptible transitions between reshuffled parts. We show
various applications of music retargeting such as part removal, decreasing or increasing music duration, and in
particular consistent joint video and audio editing.