%Aigaion2 BibTeX export from Idiap Publications %Thursday 21 November 2024 01:06:49 PM @TECHREPORT{paiement:rr08-50, author = {Paiement, Jean-Fran{\c c}ois and Bengio, Samy and Eck, Douglas}, projects = {Idiap}, title = {Probabilistic Models for Melodic Prediction}, type = {Idiap-RR}, 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).}, pdf = {https://publications.idiap.ch/attachments/reports/2008/paiement-idiap-rr-08-50.pdf}, postscript = {ftp://ftp.idiap.ch/pub/reports/2008/paiement-idiap-rr-08-50.ps.gz}, ipdmembership={learning}, }