Browsing by Subject "popular music"
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Item Open Access A Bayesian Approach to Understanding Music Popularity(2015-05-08) Shapiro, HeatherThe Billboard Hot 100 has been the main record chart for popular music in the American music industry since its first official release in 1958. Today, this rank- ing is based upon the frequency of which a song is played on the radio, streamed online, and its sales. Over time, however, the limitations of the chart have become more pronounced and record labels have tried different strategies to maximize a song’s potential on the chart in order to increase sales and success. This paper intends to analyze metadata and audio analysis features from a random sample of one million popular tracks, dating back to 1922, and assess their potential on the Billboard Hot 100 list. We compare the results of Bayesian Additive Regression Trees (BART) to other decision tree methods for predictive accuracy. Through the use of such trees, we can determine the interaction and importance of differ- ent variables over time and their effects on a single’s success on the Billboard chart. With such knowledge, we can assess and identify past music trends, and provide producers with the steps to create the ‘perfect’ commercially successful song, ultimately removing the creative artistry from music making.Item Open Access Transcendental Oscillations in Popular and Classical Music Since the 1800s(2021) Ramage, MaxwellIn music both popular and classical since the nineteenth century, one finds everywhere chord progressions that alternate between two harmonies in ways that deviate from conventional “textbook” tonality. This thesis aims to answer the following questions: are there meaningful generalizations to be made about these progressions? What is their role in music history? Why have they been so popular with composers of the past two centuries? And how do they operate in specific pieces by particular composers? To answer these questions, I use methods such as Roman-numeral analysis, voice-leading diagrams showing how harmonic phenomena emerge from linear counterpoint, and multi-level readings of entire works. The study has four foci: Claude Debussy, Jean Sibelius, Stephen Sondheim, and modern pop music. I discover that modality has a symbiotic relationship with harmonic oscillation; that neighbor chords constituted important sites of innovation in nineteenth-century harmony; that transcendental oscillations can govern entire works in manifold ways; that the theatrical device known as “vamping” saturates Sondheim’s scores and produces transcendental oscillations; and that correspondences exist between styles that otherwise have little to do with one another, such as Impressionism and rap. This study explores the harmonic theory and analysis of music that is neither traditionally tonal nor atonal.