Dissertation Information for J. Stephen DownieNAME:
DEGREE:
DISCIPLINE:
SCHOOL: ADVISORS: COMMITTEE MEMBERS: MPACT Status: Fully Complete Title: Evaluating a simple approach to music information retrieval: Conceiving melodic n-grams as text Abstract: Taking our cue from those printed thematic catalogues that have reduced the amount of music information represented we developed, and then evaluated, a Music Information Retrieval (MIR) system based upon the intervals found within the melodies of a collection of 9354 folksongs. We believe that there is enough information contained within an interval-only representation of monophonic melodies that effective retrieval of music information has been achieved. We extended the thematic catalogue model by affording access to musical expressions found anywhere within a melody. To achieve this extension we fragmented to the melodies into length-n subsections called n-grams. The length of these n-grams and the degree to which we precisely represent the intervals are variables analyzed in this thesis. |
MPACT Scores for J. Stephen DownieA = 2 Advisors and Advisees Graphgenerating graph, please reload |
Students under J. Stephen Downie
ADVISEES:
- M Cameron Jones - University of Illinois, Urbana-Champaign (2010)
- Xiao Hu - University of Illinois, Urbana-Champaign (2010)
COMMITTEESHIPS:
- Besiki Stvilia - University of Illinois, Urbana-Champaign (2006)
- Megan Alicia Winget - University of North Carolina, Chapel Hill (2006)
- Jun Wang - University of Illinois, Urbana-Champaign (2006)
- Jin Ha Lee - University of Illinois, Urbana-Champaign (2008)
- Audrey Laplante - McGill University (2009)