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Distinguishable musical dynamics
The Journal of the Acoustical Society of America, 1989Loudness changes, which composers specify by musical dynamics pp, p, mp, mf, f, and ff, make music exciting. The goal of this study is a usable and rational specification of an “acceptable” dynamic range for musicians. Requiring that a note at one dynamic level be at least s dB more intense than nearby notes at the next-lower dynamic level leads to a ...
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Dynamic visualization of music classification systems
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, 2008link_to_subscribed_fulltext
Kris West +3 more
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EEG dynamics during music appreciation
2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2009This study explores the electroencephalographic (EEG) correlates of emotions during music listening. Principal component analysis (PCA) is used to correlate EEG features with complex music appreciation. This study also applies machine-leaning algorithms to demonstrate the feasibility of classifying EEG dynamics in four subjectively-reported emotional ...
Yuan-Pin, Lin +2 more
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The dynamics of dynamics: A model of musical expression
The Journal of the Acoustical Society of America, 1992A computational model of musical dynamics is proposed that complements an earlier model of expressive timing. The model, implemented in the artificial intelligence language LISP, is based on the observation that a musical phrase is often indicated by a crescendo/decrescendo shape.
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Tag-aware dynamic music recommendation
Expert Systems with Applications, 2018Abstract We present a tag-aware dynamic music recommendation framework that achieves personalized and accurate music recommendations to users. The proposed framework leverages the available semantic labels (in terms of tags) of music tracks to complement a highly sparse user-item interaction matrix, which effectively addresses the data sparsity issue
Ervine Zheng +3 more
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Co-evolutionary dynamics in the music industry
International Journal of Organizational Analysis, 2018Purpose What effects does radical innovation produce on the dialectical relationship between enterprises and their environment? In this paper, by adopting the dynamic adaptation matrix methodological framework, the author addresses this research question by discussing the evolution of the music industry in the period of 1999-2013.
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