-- Motivation --
Music is an outstanding example of a content type with many different, complimentary representations in multiple modalities. Each of these contribute to the way in which music is conveyed and experienced. Furthermore, the consumption of music is strongly guided by affective and subjective responses, which are personal and context-dependent, occur at different conceptual specificity levels, and for which no universal, uncompromising ground truth exists. Thus, in order for music retrieval systems to yield satisfying results, insight into the information needs and demands of the actual users of the systems becomes very important.
To allow comprehensive and flexible exploitation of the multifaceted aspects of music, both the availability of complementary music-related information in multiple modalities and the role of the human user should be considered. At the same time, challenges such as the identification and optimal combination of useful information from different modalities and algorithmic approaches to user-dependent subjective assessments of music retrieval results still are largely unsolved. These challenges are certainly not unique to music content, but actual and prevalent in the broad multimedia community.
The MIRUM workshop, held on November 2, 2012 in conjunction with ACM Multimedia 2012 in Nara, Japan, provides a platform at a premier multimedia venue for discussing open challenges and presenting state-of-the art work on music information retrieval adopting user-centered and multimodal strategies. The workshop explicitly aims to initiate a cross-disciplinary idea exchange between experts in the fields of music and multimedia information retrieval (and other related fields)
-- Topics of interest --
Topics of interest include, but are not limited to:
- Music multimedia content analysis
- Visual and sensory information for music processing