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1st International Workshop on Reading Music Systems

[WORMS]

Paris, September 20

PRAIg '18 / +pics

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11th international workshop on Machine Learning and Music

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Stockholm: 13-15th July 2018

Rizo Valero, David

Part-time lecturer LOU -18 créditos

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Contact:
  Department of Software and Computing Systems.
  University of Alicante.
  E-03080 Alicante.
  Spain

  E-mail:    drizo at dlsi.ua.es
  Telephone: +34 96 5903400 ext. 1163

Other pages: Teaching

Research:

Curriculum Vitae:not available yet

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Select a year : all : 2018 : 2017 : 2016 : 2015 : 2014 : 2012 : 2011 : 2010 : 2009 : 2008 : 2007 : 2006 : 2005 : 2003 : 2002

  1. Calvo-Zaragoza, J.; Rizo, D.
    "End-to-End Neural Optical Music Recognition of Monophonic Scores"
    Applied Sciences, vol. 8, pp. 606--623 (2018)
    : bibtex : more info : Open Access Journal URL
  2. Calvo-Zaragoza, Jorge; Rizo, David
    "{Camera-PrIMuS}: Neural End-to-End Optical Music Recognition on Realistic Monophonic Scores"
    Proceedings of the 19th International Society of Music Information Retrieval (ISMIR) (2018)
    : bibtex : pdf : more info : Conference URL with PDFs
  3. Iñesta, J.M.; Ponce de León, P.J.; Rizo, D.; Oncina, J.; Micó L,; Rico-Juan, J.R.; Pérez-Sancho, C.; Pertusa, A.
    "HISPAMUS: Handwritten Spanish Music Heritage Preservation by Automatic Transcription"
    Proceedings of the 1st Workshop on Reading Music Systems, pp. 17--18, Paris (2018)
    : bibtex : more info
  4. Micó, Luisa; Iñesta, José Manuel; Rizo, David
    "Incremental Learning for Recognition of Handwritten Mensural Notation"
    Proceedings of the ICML joint workshop on Machine Learning for Music. (2018)
    : bibtex : pdf : more info : Workshop URL
  5. Rizo, D.; Calvo-Zaragoza, J.; Iñesta, J.M.
    "MuRET: a music recognition, encoding, and transcription tool"
    Proceedings of the 5th International Conference on Digital Libraries for Musicology (DLfM'18), ISBN: 978-1-4503-6522-2, pp. 52--56, París, France (2018)
    : bibtex : more info : URL
  6. Sober-Mira, J.; Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
    "Pen-Based Music Document Transcription with Convolutional Neural Networks"
    Graphics Recognition. Current Trends and Evolutions, ISBN: 978-3-030-02284-6, pp. 71--80 (2018)
    : bibtex : more info
  7. Rizo, D.; Calvo-Zaragoza, J.; Iñesta, J.M.; Fujinaga, I.
    "About agnostic representation of musical documents for Optical Music Recognition"
    Music Encoding Conference, Tours, 2017 (2017)
    : bibtex : more info : Conference URL
  8. Rizo, D.; Pascual, B.; Iñesta, J.M.; Ezquerro, A. González, L.A.
    "Towards the Digital Encoding of Hispanic White Mensural Notation"
    Anuario Musical, pp. 293--304 (2017)
    : bibtex : pdf : more info : Journal URL
  9. Sober-Mira, J.; Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
    "Multimodal Recognition for Music Document Transcription"
    Proceedings of MML 2017, pp. 67--72, Barcelona (2017)
    : bibtex : pdf : more info : Workshop URL
  10. Sober-Mira, J.; Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
    "Pen-based music document transcription"
    Proceedings of GREC 2017, ISBN: 978-1-5386-3586-5, pp. 21--22, Kyoto (Japan) (2017)
    : bibtex : pdf : more info : URL
  11. Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
    "Two (note) heads are better than one: pen-based multimodal interaction with music scores"
    17th International Society for Music Information Retrieval Conference, ISBN: 978-0-692-75506-8, pp. 509-514, New York City (2016)
    : bibtex : pdf : more info : Conference URL
  12. Ponce de León, P.J., Iñesta, J.M., Calvo-Zaragoza, J., Rizo, D.
    "Data-based melody generation through multi-objective evolutionary computation"
    Journal of Mathematics and Music, vol. 10, pp. 173-192 (2016)
    : bibtex : pdf : more info : DOI : Journal URL : Online Supplement
  13. Rizo, D.; Calvo-Zaragoza, J.; Iñesta, J.M.; Illescas, P.R.
    "Hidden Markov Models for Functional Analysis"
    Music and Machine Learning Workshop, Riva del Garda (2016)
    : bibtex : more info : Workshop URL
  14. Rizo, D.; Marsden, A.
    "A standard format proposal for hierarchical analyses and representations"
    Proceedings of the 3rd International Workshop on Digital Libraries for Musicology, ISBN: 978-1-4503-4751-8, pp. 25--32, New York, USA (2016)
    : bibtex : more info : URL
  15. Rizo, D; Illescas, P.R; Iñesta, J.M.
    "Interactive melodic analysis"
    Computational Music Analysis, ISBN: 978-3-319-25931-4, pp. 191-219 (2016)
    : bibtex : pdf : more info : URL
  16. Rizo-Valero, D.; pascual, B.; Iñesta, J.M., Ezquerro, A.; González, L.A.
    "Tipografía y transductor para la transcripción musical interactiva de notación mensural hispánica"
    Libro de actas de las I jornadas sobre la investigación en los centros superiores de enseñanzas artísticas, ISBN: 978-84-608-6758-6, pp. 6--23, Valencia (2016)
    : bibtex : more info : Conference proceedings URL
  17. J.M. Iñesta, P.J. Ponce de León, J. Calvo-Zaragoza, and D. Rizo
    "Genre-based melody generation through multi-objective genetic algorithms"
    Proceedings of the 8th Machine Learning and Music workshop (MML 2015), Vancouver (Canada) (2015)
    : bibtex : more info : Workshop URL
  18. Rizo, D.; Iñesta, J.M
    "A grammar for Plaine and Easie Code"
    Proceedings of the Music Encoding Initiative Conferences 2013 and 2014, pp. 54--64 (2015)
    : bibtex : more info : Conference program : URL
  19. Illescas, P.R.; Rizo, D.; Iñesta, J.M.
    "Melodic analysis of polyphonic music using an interactive pattern recognition tool"
    Proc. of 7th Machine Learning and Music (MML2014), Barcelona (2014)
    : bibtex : more info : Workshop URL
  20. Bernabeu, J. F.; Calera-Rubio, J.; Iñesta, J. M.; Rizo, D.
    "Query Parsing Using Probabilistic Tree Grammars"
    5th workshop on Music and Machine Learning, MML 2012, Edinburgh (2012)
    : bibtex : pdf : more info : Workshop URL
  21. Orio, N; Rauber, A; Rizo, D.
    "Introduction to the focused issue on music digital libraries"
    International Journal on Digital Libraries, vol. 12, pp. 51-52 (2012)
    : bibtex : more info : Journal URL
  22. Bernabeu, José F. and Calera-Rubio, Jorge and Iñesta, José M. and Rizo, David
    "Melodic Identification Using Probabilistic Tree Automata"
    Journal of New Music Research, vol. 40, pp. 93-103 (2011)
    : bibtex : more info : url
  23. Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
    "A distance for partially labeled trees"
    Lecture Notes in Computer Science, vol. 6669, pp. 492--499 (2011)
    : bibtex : pdf : more info : URL
  24. Nicola Orio, David Rizo, Riccardo Miotto, Markus Schedl, Nicola Montecchio and Olivier Lartillot
    "MusiCLEF: a Benchmark Activity in Multimodal Music Information Retrieval "
    Proc. of the 12th International Society for Music Information Retrieval Conference (ISMIR), Miami 2011, ISBN: 978-0-615-54865-4, pp. 603-608 (2011)
    : bibtex : pdf : more info : Conference URL
  25. P.R. Illescas, D. Rizo, J.M. Iñesta, R. Ramirez.
    "Learning melodic analysis rules"
    4th Int.Workshop on Music and Machine Learning (2011)
    : bibtex : pdf : more info : MML 2011 @ NIPS
  26. Rizo, D.; Iñesta J.M; Lemström, K.
    "Polyphonic Music Retrieval with Classifier Ensembles"
    Journal of New Music Research, vol. 40, pp. 313-324 (2011)
    : bibtex : more info : Journal URL
  27. Bernabeu, J.F., Calera-Rubio, J., Iñesta, J.M., Rizo, D.
    "Tree language automata for melody recognition"
    Actas del II Workshop de Reconocimiento de Formas y Análisis de Imágenes (AERFAI), ISBN: 978-84-92812-66-0, pp. 17-22, Valencia, Spain (2010)
    : bibtex : pdf : more info
  28. 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
  29. Ramírez, R., Pérez, A., Kersten, S., Rizo, D., Illescas P.R. and Iñesta, J.M.
    "Modeling violin performances using inductive logic programming"
    Intelligent Data Analysis, vol. 14, pp. 573--585 (2010)
    : bibtex : Journal URL
  30. Rizo, D.
    "Symbolic music comparison with tree data structures"
    PhD Thesis. Supervisors: Supervisor: Iñesta, J.M.
    Universidad de Alicante (2010)
    : bibtex : more info : PDF
  31. Rizo, D., Iñesta, J.M.
    "Trees and combined methods for monophonic music similarity evaluation"
    MIREX 2010 - Music Information Retrieval Evaluation eXchange, MIREX Symbolic Melodic Similarity contest, Utrecht, The Nederlands (2010)
    : bibtex : pdf : MIREX Results URL
  32. Rizo, D.; Iñesta, J.M.
    "New partially labelled tree similarity measure: a case study"
    Structural, Syntactic, and Statistical Pattern Recognition, ISBN: 978-3-642-14979-5, pp. 296--305, Cesme, Turkey (2010)
    : bibtex : pdf : URL
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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
  38. 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
  39. 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
  40. 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
  41. 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
  42. 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
  43. Ponce de León, P.J.; Iñesta, J.M.; Rizo, D.
    "Mining digital music score collections: melody extraction and genre recognition"
    Pattern Recognition, ISBN: 978-3-902613-24-4, pp. 559-590, Vienna, Austria (2008)
    : bibtex : more info : Open Access Journal URL
  44. 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
  45. 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
  46. 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
  47. Espí D., Ponce de León P.J., Pérez-Sancho C., Rizo D., Iñesta J.M., Moreno-Seco F., Pertusa A.
    "A cooperative approach to style-oriented music composition"
    Proc. of the Int. Workshop on Artificial Intelligence and Music, MUSIC-AI, pp. 25-36, Hyderabad, India (2007)
    : bibtex : pdf : URL
  48. 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
  49. 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
  50. Rizo D., Ponce de León P. J., Pérez-Sancho C., Pertusa A., Iñesta J. M.
    "A Pattern Recognition Approach for Melody Track Selection in MIDI Files"
    Proc. of the 7th Int. Symp. on Music Information Retrieval ISMIR 2006, ISBN: 1-55058-349-2, pp. 61-66, Victoria, Canada (2006)
    : bibtex : more info : pdf link : URL
  51. Rizo D., Ponce de León P.J., Pertusa A., Pérez-Sancho C., Iñesta J.M.
    "Melody track identification in music symbolic files"
    Proc. of the 19th Int. FLAIRS Conference, ISBN: 978-1-57735-261-7 (2006)
    : bibtex : pdf : more info : URL
  52. Rizo, D.; Iñesta, J.M.; Ponce de León, P.J.
    "Tree Model of Symbolic Music for Tonality Guessing"
    Proc. of the IASTED Int. Conf. on Artificial Intelligence and Applications, AIA 2006, ISBN: 0-88986-404-7, pp. 299-304, Innsbruck, Austria (2006)
    : bibtex : ps : pdf : more info : URL
  53. Rizo, D.; Moreno-Seco, F.; Iñesta, J.M.; Micó, L.
    "Efficient search with tree-edit distance for melody recognition"
    Pattern Recognition: Progress, Directions and Applications, ISBN: 84-933652-6-2, pp. 218-244 (2006)
    : bibtex : more info : eBook URL
  54. Rizo D., Iñesta J.M., Ponce de León, P.J., Pertusa A.
    "Reconocimiento automático de la tonalidad en partituras digitales"
    Proc. I Workshop sobre Reconocimiento de Formas y Análisis de Imágenes, CEDI 2005, pp. 53-60 (2005)
    : bibtex : pdf
  55. Rizo, D., Iñesta, J.M.
    "MIREX 2005: Tree Symbolic Music Representation for Key Finding"
    (2005)
    : bibtex : more info : URL
  56. D. Rizo, J.M. Iñesta, F. Moreno-Seco
    "Tree-structured representation of musical information"
    Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 2652, pp. 838-846 (2003)
    : bibtex : pdf : URL
  57. Rizo, D.; Iñesta-Quereda, J.M.
    "Tree-structured representation of melodies for comparison and retrieval"
    Proceedings of International Workshop on Pattern Recognition in the Information Society, PRIS 2002, pp. 155 (2002)
    : bibtex : pdf : URL
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