LIA @ MediaEval 2013 MusiClef Task: A Combined Thematic and Acoustic Approach
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In this paper, we describe the LIA system proposed for the MediaEval 2013 Soundtrack task. The aim is to predict the most suitable soundtrack from a list of candidate songs, given a TV commercial. The organizers provide a development dataset including multimedia features. The initial assumption of the proposed system is that commercials which sell the same type of product, also share the same music rhythm. A two-fold system is proposed to provide a music for a commercial: nd commercials with close subjects in order to determine the mean rhythm of this subset, and then extract from the candidate songs the music which better correspond to this mean rhythm.
[1] C. W. Park,et al. Consumer Response to Television Commercials: The Impact of Involvement and Background Music on Brand Attitude Formation , 1986 .
[2] Nicola Orio,et al. MusiClef 2013: Soundtrack Selection for Commercials , 2013, MediaEval.
[3] Michael I. Jordan,et al. Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..
[4] N. Hoeberichts. Music and Advertising: The Effect of Music in Television Commercials on Consumer Attitudes , 2012 .