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2021

15th workshop gRFIA

9th Music Encoding Conference (MEI 2021)

Alicante, July 19-23

13th international workshop on Machine Learning and Music

(online) September 18, 2020

Project: Semantic processing of digital music / Procesamiento semántico de música digital

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General info:

Project Co-ordinator: Iñesta Quereda, José Manuel
Funding: Ministerio de Educación y Ciencia
Reference: TIN2006-14932-C02-02
Budget: 90.000
Period: from 2006-10-01 to 2009-10-30
Web: http://grfia.dlsi.ua.es/cm/projects/prosemus/
Summary:

The aim of the proposed project is to work towards the automatic semantic description of digital music. The project intends to contribute to bridging the current semantic gap in music information and apply the results to content-based music processing. Specifically, in this project we will work on (1) the analysis and manipulation of low-level audio descriptors by spectral modelling analysis and synthesis techniques, (2) the extraction of high-level musical attributes from these low-level audio descriptors, (3) the study and development of pattern recognition and machine learning techniques applied to sequential data for building semantic models of different aspects of music and, based on these semantic models, (4) the development of prototypes of music mining, personalization, and postproduction next generation systems. As a tool for carrying out (1) and (2) we will implement a distributed real-time concurrent programming language. This project is a natural continuation of the UPF-coordinated projects TABASCO (TIC2000-1094-C02-01/02) and PROMUSIC (TIC 2003-07776-C02-01).

Pérez-Sancho, C.; Rizo, D.; Iñesta, J.M.; Ponce de León, P.J.; Kersten, S.; Ramirez, R.
"Genre classification of music by tonal harmony"
Intelligent Data Analysis, vol. 14, pp. 533-545 (2010)
: bibtex : more info : Journal URL
Bernabeu, J.F., Calera-Rubio, J., Iñesta, J.M., Rizo, D.
"A probabilistic approach to melodic similarity"
Proceedings of MML 2009, pp. 48-53 (2009)
: bibtex : pdf : more info : Workshop URL
Rizo, D. and Lemström, K. and Iñesta, J.M.
"Ensemble of state-of-the-art methods for polyphonic music comparison"
Proceedings of the Workshop on Exploring Musical Information Spaces, ECDL 2009, ISBN: 978-84-692-6082-1, pp. 46--51, Corfu, Greece (2009)
: bibtex : pdf : more info : Workshop URL
Pérez-Sancho, C.; Rizo, D; Iñesta, J.M.
"Genre classification using chords and stochastic language models"
Connection Science, vol. 21, pp. 145-159 (2009)
: bibtex : more info : Journal URL
Pérez-García, T., Iñesta, J.M. and Rizo, D.
"metamidi: a tool for automatic metadata extraction from MIDI files"
Proceedings of the Workshop on Exploring Musical Information Spaces, ECDL 2009, ISBN: 978-84-692-6082-1, pp. 36--40, Corfu, Greece (2009)
: bibtex : pdf : more info : Workshop URL
Pertusa A.; Iñesta J. M.
"Note Onset Detection Using One Semitone Filter-Bank For MIREX 2009"
MIREX 2009 - Music Information Retrieval Evaluation eXchange, MIREX Audio Onset Detection, Kobe, Japan. (2009)
: bibtex : pdf : MIREX 2009
Pérez-Sancho, C.
"Stochastic Language Models for Music Information Retrieval"
PhD Thesis. Supervisors: José M. Iñesta, Jorge Calera Rubio
Universidad de Alicante, Alicante, Spain (2009)
: bibtex : pdf : more info
Rizo, D. and Lemström, K. and Iñesta, J.M.
"Tree representation in combined polyphonic music comparison"
Computer Music Modeling and Retrieval. Genesis of Meaning in Sound and Music. Lecture Notes in Computer Science, vol. 5493, pp. 177--195 (2009)
: bibtex : more info : URL
Iñesta, J.M.; Ponce de León, P.J., Heredia-Agoiz, J.L.
"A ground-truth experiment on melody genre recognition in absence of timbre"
Proc. of the 10th International Conference on Music Perception and Cognition (ICMPC10), ISBN: 978-4-9904208-0-2, pp. 758-761, Sapporo, Japan (2008)
: bibtex
Pérez-Sancho, C.; Rizo, D.; Kersten, S.; Ramírez, R.
"Genre classification of music by tonal harmony"
Proc. Int. Workshop on Machine Learning and Music, MML 2008, pp. 21-22, Helsinki, Finland (2008)
: bibtex : ICML Workshops page, see Machine Learning and Music
Illescas, P.R., Rizo, D., Iñesta, J.M.
"Learning to analyse tonal music"
Proc. Int. Workshop on Machine Learning and Music, MML 2008, pp. 25-26, Helsinki, Finland (2008)
: bibtex : more info : ICML Workshops page, see Machine Learning and Music
Ponce de León, P.J., Rizo, D., Ramírez, R.
"Melody characterization by a fuzzy rule system"
Proc. Int. Workshop on Machine Learning and Music, MML 2008, pp. 35-36, Helsinki, Finland (2008)
: bibtex : more info : ICML Workshops page, see Machine Learning and Music
Ponce de León, P.J.; Rizo, D.; Ramirez, R.; Iñesta, J.M.
"Melody Characterization by a Genetic Fuzzy System"
Proceedings of the 5th Sound and Music Computing Conference , ISBN: 978-3-7983-2094-9, pp. 15-23 (2008)
: bibtex : pdf : more info : Conference URL
Habrard, A.; Iñesta, J.M.; Rizo, D.; Sebban, M.
"Melody recognition with learned edit distances"
Lecture Notes in Computer Science, vol. 5342, pp. 86-96 (2008)
: bibtex : pdf : URL
Lidy T.; Rauber A.; Pertusa A.; Ponce de León P.J.; Iñesta J. M.
"MIREX 2008: Audio Music Classification Using A Combination Of Spectral, Timbral, Rhythmic, Temporal And Symbolic Features."
MIREX 2008 - Music Information Retrieval Evaluation eXchange, MIREX Genre Classification Contest., Philadelphia, Pennsylvania, USA (2008)
: bibtex : pdf : more info : MIREX 2008
Ramírez, R., Pérez, A.; Kersten, S., Rizo, D., Illescas, P.R., Iñesta, J.M.
"Modeling celtic violin expressive performance"
Proc. Int. Workshop on Machine Learning and Music, MML 2008, pp. 7-8, Helsinki, Finland (2008)
: bibtex : ICML Workshops page, see Machine Learning and Music
Pertusa A., Iñesta J.M.
"Multiple Fundamental Frequency estimation using Gaussian smoothness"
Proc. of the IEEE Int. Conf. on Acoustics, Speech, and Signal Processing, ICASSP 2008, ISBN: 1-4244-1484-9, pp. 105-108, Las Vegas, USA (2008)
: bibtex : pdf
Pertusa A.; Iñesta J. M.
"Multiple Fundamental Frequency Estimation Using Gaussian Smoothness And Short Context."
MIREX 2008 - Music Information Retrieval Evaluation eXchange, MIREX Fundamental Frequency Estimation & Tracking Contest., Philadelphia, Pennsylvania, USA (2008)
: bibtex : pdf : MIREX 2008
Pérez-Sancho, C.; Rizo, D.; Iñesta, J.M.
"Stochastic text models for music categorization"
Lecture Notes in Computer Science, vol. 5342, pp. 55-64 (2008)
: bibtex : pdf : URL
Rizo, D., Lemström, K., Iñesta, J.M.
"Tree structured and combined methods for comparing metered polyphonic music"
Proc. Computer Music Modeling and Retrieval 2008 (CMMR'08), ISBN: 978-87-7606-027-5, pp. 263--278, Copenhagen, Denmark (2008)
: bibtex : URL
Plácido R. Illescas, David Rizo, José M. Iñesta
"Harmonic, melodic, and functional automatic analysis"
Proceedings of the 2007 International Computer Music Conferrence, ISBN: 2223-3881, pp. 165--168 (2007)
: bibtex : pdf : more info : URL
Ramírez R., Maestre E., Pertusa A.
"Identifying saxophonists from their playing styles"
Proc. of the 30th Audio Engineering Society (AES) Conference, Saariselkä, Finland (2007)
: bibtex : pdf link
Lidy T., Rauber A., Pertusa A., Iñesta J.M.
"Improving genre classification by combination of audio and symbolic descriptors using a transcription system"
Proc. of the 8th Int. Conf. on Music Information Retrieval, ISMIR 2007, pp. 61-66, Vienna, Austria (2007)
: bibtex : pdf
Ramirez R., Maestre E., Pertusa A., Gómez E., Serra X.
"Performance-based Interpreter Identification in Saxophone Audio Recordings"
IEEE Transactions on Circuits and Systems for Video Technology , vol. 7, pp. 356-364 (2007)
: bibtex : pdf link
Pedro J. Ponce de León, José M. Iñesta, David Rizo
"Towards a human-friendly melody characterization by automatically induced rules"
Proceedings of the 8th Int. Conf. on Music Information Retrieval, ISMIR 2007, ISBN: 978-3-85403-218-2, pp. 437--440, Vienna (2007)
: bibtex : pdf : more info : URL