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 [BibTeX] [Marc21]
Probabilistic Models for Melodic Prediction
Type of publication: Idiap-RR
Citation: paiement:rr08-50
Number: Idiap-RR-50-2008
Year: 2008
Institution: IDIAP
Note: Submitted for publication
Abstract: Chord progressions are the building blocks from which tonal music is constructed. The choice of a particular representation for chords has a strong impact on statistical modeling of the dependence between chord symbols and the actual sequences of notes in polyphonic music. Melodic prediction is used in this paper as a benchmark task to evaluate the quality of four chord representations using two probabilistic model architectures derived from Input/Output Hidden Markov Models (IOHMMs).
Userfields: ipdmembership={learning},
Keywords:
Projects Idiap
Authors Paiement, Jean-Fran├žois
Bengio, Samy
Eck, Douglas
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Total mark: 0
Attachments
  • paiement-idiap-rr-08-50.pdf
  • paiement-idiap-rr-08-50.ps.gz
Notes