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1st International Workshop on Reading Music Systems

[WORMS]

Paris, September 20

PRAIg '18 / +pics

[]



11th international workshop on Machine Learning and Music

[]

Stockholm: 13-15th July 2018

Publications 2017:

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  1. Alacid, B.; Gallego, A-J.; Gil, P.; Pertusa, A.
    "Oil Slicks Detection in SLAR Images with Autoencoders"
    5th International Symposium on Sensor Science, Barcelona, Spain (2017)
    : bibtex : more info : url
  2. Bernabeu, J.F.
    "Similarity Learning and Stochastic Language Models for Tree-Represented Music"
    PhD Thesis. Supervisors: Iñesta, José M.; Calera-Rubio, J.
    University of Alicante (2017)
    : bibtex : pdf : more info
  3. Calvo-Zaragoza, J.: Pertusa, A.; Oncina, J.
    "Staff-line detection and removal using a convolutional neural network"
    Machine Vision and Applications, pp. 1-10 (2017)
    : bibtex : more info : URL
  4. Calvo-Zaragoza, J.; Gallego, A.-J.; Pertusa, A.
    "Recognition of Handwritten Music Symbols with Convolutional Neural Codes"
    14th IAPR International Conference on Document Analysis and Recognition (ICDAR), pp. 691--696, Kyoto, Japan (2017)
    : bibtex : more info : URL
  5. Calvo-Zaragoza, J.; Oncina, J.
    "Recognition of Pen-based Music Notation with Finite-State Machines"
    Expert Systems With Applications, vol. 72, pp. 395-406 (2017)
    : bibtex : pdf : more info : DOI
  6. Calvo-Zaragoza, J.; Oncina, J.
    "An efficient approach for Interactive Sequential Pattern Recognition"
    Pattern Recognition, vol. 64, pp. 295-304 (2017)
    : bibtex : pdf : more info : DOI
  7. Calvo-Zaragoza, J.; Valero-Mas, J.J.; Pertusa, A
    "End-To-End Optical Music Recognition using Neural Networks"
    Proc. of International Society for Music Information Retrieval Conference (ISMIR), Suzhou, China (2017)
    : bibtex : more info : pdf
  8. Calvo-Zaragoza, J.; Vigliensoni, G.; Fujinaga, I.
    "A machine learning framework for the categorization of elements in images of musical documents"
    Proceedings of the Third International Conference on Technologies for Music Notation and Representation (2017)
    : bibtex : pdf : more info
  9. Calvo-Zaragoza, J.; Vigliensoni, G.; Fujinaga, I.
    "Pixel-wise Binarization of Musical Documents with Convolutional Neural Networks"
    Proceedings of the 15th IAPR International Conference on Machine Vision Applications (2017)
    : bibtex : pdf : more info
  10. Gallego, Antonio-Javier; Calvo-Zaragoza, Jorge
    "Staff-line removal with Selectional Auto-Encoders"
    Expert Systems With Applications, vol. 89, pp. 138 - 148 (2017)
    : bibtex : more info
  11. Hontanilla, M.; Pérez-Sancho, C.; Iñesta, J.M.
    "Music style recognition with language models -- beyond statistical results"
    Proceedings of MML 2017, pp. 31--36, Barcelona (2017)
    : bibtex : pdf : more info
  12. Jose J. Valero-Mas
    "Towards Interactive Multimodal Music Transcription"
    PhD Thesis. Supervisors: José M. Iñesta
    University of Alicante (2017)
    : bibtex : pdf : more info
  13. 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
  14. 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
  15. 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
  16. 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
  17. Valero-Mas, J. J.; Benetos, E.; Iñesta, J. M.
    "Assessing the Relevance of Onset Information for Note Tracking in Piano Music Transcription"
    Proceedings of the AES International Conference on Semantic Audio, Eerlangen (2017)
    : bibtex : pdf : more info : URL
  18. Valero-Mas, J. J.; Calvo-Zaragoza, J.; Rico-Juan, J. R.; Iñesta, J. M.
    "A study of Prototype Selection algorithms for Nearest Neighbour in class-imbalanced problems"
    Proceedings of the 8th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), ISBN: 978-3-319-58837-7, pp. 335--343, Faro, Portugal (2017)
    : bibtex : pdf : more info
  19. Valero-Mas, J. J.; Iñesta, J. M.
    "Interactive User Correction of Automatically Detected Onsets: Approach and Evaluation"
    EURASIP Journal on Audio, Speech, and Music Processing (2017)
    : bibtex : pdf : more info : : Web page
  20. Valero-Mas, J. J.; Iñesta, J. M.
    "Experimental assessment of descriptive statistics and adaptive methodologies for threshold establishment in onset selection functions"
    Proceedings of the 14th Sound and Music Computing Conference (SMC), pp. 117--124, Espoo (Finland) (2017)
    : bibtex : pdf : more info : Proceedings
  21. Valero-Mas, J.J.; Calvo-Zaragoza, J.; Rico-Juan, J.R.; Iñesta, J.M.
    "An Experimental Study on Rank Methods for Prototype Selection"
    Soft Computing, vol. 21, pp. 5703-–5715 (2017)
    : bibtex : pdf : more info : DOI
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