• Medientyp: E-Artikel
  • Titel: Extracting heterogeneous structured features from music performance
  • Beteiligte: Ren, Gang; Headlam, Dave; Roessner, Stephen; Lundberg, Justin; Bocko, Mark F.
  • Erschienen: Acoustical Society of America (ASA), 2011
  • Erschienen in: The Journal of the Acoustical Society of America
  • Sprache: Englisch
  • DOI: 10.1121/1.3654746
  • ISSN: 0001-4966; 1520-8524
  • Schlagwörter: Acoustics and Ultrasonics ; Arts and Humanities (miscellaneous)
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  • Beschreibung: <jats:p>In music performance, the musician adds artistic expressive elements beyond the information contained in conventional western music scores. As micro-fluctuations these expressive dimensions convey emotions and essential interpretative information and can be measured and compared quantitatively, over large and small scales, and evaluated for their effect on aspects of the performance. We present a heterogeneous expressive music feature description that include both inter-note features that extend over musical phrases composed of several notes, and intra-note features that represent the internal variations within each musical note. The intra-note features include pitch and pitch deviation, dynamic level, timber, articulation and vibrato. The inter-note features include timing and dynamics, as well as timber, pitch deviation, articulation, and vibrato extending across multiple notes and musical phrases. A complete multi-dimensional feature description for every note is unnecessary because there is a hierarchy of note functions in a musical phrase and certain features may be more or less important depending upon their function in the phrase. Thus, we introduce a heterogeneous representation that affords the flexibility to reflect the hierarchical significance of each note or phase segment. Specific visualization and animation schemes of the proposed representation, to facilitate user interaction with the music, are also presented.</jats:p>