Manipulation of music for melody matching

Many types of user would find it valuable to search collectionsof music via queries representing music fragments, but suchsearching requires a reliable technique for identifying whether aprovided fragment occurs within a piece of music. The problem ofmatching fragments to music is made difficult by the psychology ofmusic perception, because literal matching may have litile relationto perceived melodic similarity, and by the interactions betweenthe multiple parts of typical pieces of music. In this paper weanalyse the propeties of music, music perception, and musicdatabase users, and use the analysis to propose alternativetechniques for extracting monophonic melodies from polyphonicmusic; we believe that such melodies can subsequently be used formatching of queries to data. We report on experiments with musiclisteners, which rank our proposed techniques for extractingmelodies.

[1]  Diana Deutsch,et al.  Grouping Mechanisms in Music , 1999 .

[2]  David C. Blair STAIRS redux: thoughts on the STAIRS evaluation, ten years after , 1996 .

[3]  Michael Hawley Structure out of sound , 1993 .

[4]  Ian H. Witten,et al.  Towards the digital music library: tune retrieval from acoustic input , 1996, DL '96.

[5]  Judy Edworthy Interval and Contour in Melody Processing , 1985 .

[6]  Hugh E. Williams,et al.  Indexing Nucleotide Databases for Fast Query Evaluation , 1996, EDBT.

[7]  Brian Christopher Smith,et al.  Query by humming: musical information retrieval in an audio database , 1995, MULTIMEDIA '95.

[8]  Gerald Salton,et al.  Automatic text processing , 1988 .

[9]  Justin Zobel,et al.  Finding approximate matches in large lexicons , 1995, Softw. Pract. Exp..

[10]  R. Shepard,et al.  Quantification of the hierarchy of tonal functions within a diatonic context. , 1979, Journal of experimental psychology. Human perception and performance.

[11]  J. Bartlett,et al.  Recognition of transposed melodies: a key-distance effect in developmental perspective. , 1980, Journal of experimental psychology. Human perception and performance.

[12]  Yosuke Takashima,et al.  Melody Retrieval with Humming , 1993, ICMC.

[13]  W. Dowling Scale and contour: Two components of a theory of memory for melodies. , 1978 .

[14]  D J Povel,et al.  Perceived similarity of exact and inexact transpositions. , 1996, Acta psychologica.

[15]  R. Francès La perception de la musique , 1958 .

[16]  Diana Deutsch 4 – Grouping Mechanisms in Music , 1982 .

[17]  Gerard Salton,et al.  Automatic Text Processing: The Transformation, Analysis, and Retrieval of Information by Computer , 1989 .

[18]  Arbee L. P. Chen,et al.  Music databases: indexing techniques and implementation , 1996, Proceedings of International Workshop on Multimedia Database Management Systems.

[19]  Vladimir D. Gusev,et al.  The Search for Adaptations in Song Melodies , 1997 .