The need for music information retrieval with user-centered and multimodal strategies
MIRUM '11 Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Fast intra-collection audio matching
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
An analysis of the GTZAN music genre dataset
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Building a personalized audio equalizer interface with transfer learning and active learning
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Knowledge-based music retrieval for places of interest
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Learning and extraction of violin instrumental controls from audio signal
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Inferring personal traits from music listening history
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
When music, information technology, and medicine meet
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Perceptual tempo estimation using GMM-regression
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Novelty measures as cues for temporal salience in audio similarity
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Personalized music emotion classification via active learning
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Exploring the relationship between categorical and dimensional emotion semantics of music
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Two systems for automatic music genre recognition: what are they really recognizing?
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
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The International ACM Workshop on Music Information Retrieval with User-Centered and Multimodal Strategies (MIRUM) at ACM Multimedia was proposed in order to gather experts from the Music and Multimedia Information Retrieval communities, as well as other neighboring fields, and to provide a high-profile platform for presenting current work on Music Information Retrieval with a strong focus on user-centered and multimodal approaches. Following a successful first edition at ACM Multimedia 2011, a second edition of MIRUM was held at ACM Multimedia 2012, which is the focus of this overview. After a description of the rationale and focus areas of the workshop, the accepted submissions and other program elements are summarized.