publications

Hadjeres, G., Pachet, F. and Nielsen, F. DeepBach: a Steerable Model for Bach Chorales Generation. In Doina Precup and Yee Whye Teh, editor, Proceedings of the 34th International Conference on Machine Learning, Proceedings of Machine Learning Research (vol. 70), pages 1362-1371, International Convention Centre, Sydney, Australia, August 2017 PMLR.
2017
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Pachet, F., Papadopoulos, A. and Roy, P. Sampling Variations of Sequences for Structured Music Generation. Proceedings of the 18th International Society for Music Information Retrieval Conference, pages 23-27, Suzhou, China, October 2017 ISMIR.
2017
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Ghedini, F. So I've been following a MOOOOC. In Luc Steels, editor, Music Learning with Massive Open Online Courses (MOOCs), pages 205-209, Ios Press. November 2015
2015
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Ramona, M, Pachet, F. and Gorlow, S. Giant Steps in Jazz Practice with Social Virtual Band. In Luc Steels, editor, Music Learning with Massive Open Online Courses (MOOCs), pages 101-118, Ios Press. November 2015
2015
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Khatchatourov, A. and Pachet, F. MIROR IMPRO and COMPO Software: the User Guide. Sony Computer Science Laboratory Paris, Paris (France), July 2013
2013
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Fober, D. and Pachet, F. The JGuido Library: Java API. Sony Computer Science Laboratory Paris, Paris (France), July 2013
2013
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Fober, D., Kilian, J.F. and Pachet, F. The JGuido Library: Real-Time Score Notation from Raw MIDI Inputs. Sony Computer Science Laboratory Paris, Paris (France), July 2013
2013
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Oudeyer, P-Y., Kaplan, F. and Hafner, V. Intrinsic Motivation Systems for Autonomous Mental Development. IEEE Transactions on Evolutionary Computation, 11(2):265-286, 2007
2007
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Oudeyer, P-Y. and Kaplan F. Language Evolution as a Darwinian Process: Computational Studies. Cognitive Processing, 8(1):21-35, 2007
2007
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Kaplan, F. and Oudeyer, P-Y. In search of the neural circuits of intrinsic motivation. Frontiers in Neuroscience, 1(1):225-236, 2007
2007
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Oudeyer, P-Y. and Kaplan, F. What is intrinsic motivation? A typology of computational approaches. Frontiers in Neurorobotics, 1(1), 2007
2007
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Addessi, A.-R., Pachet, F. Caterina, R. Children Confronting an Interactive Musical System. In S. Lipscomb, editor, Proceedings of ICMPC 04, Evanston, USA, August 2004
2004
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Addessi, A.-R., Pachet, F. Children's interaction with a Musical Machine. Proceedings of UCM (Understanding and Creating Music) 04, 2004 Seconda Universita di Napoli
2004
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Addessi, A.-R., Pachet, F. Child Computer Interaction: Observations in Classroom Setting. In Parncutt, R., editor, Proceedings of Conference on Interdisciplinary Musicology (CIM 2004), Graz, Austria, April 2004
2004
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Oudeyer, P-Y. and Kaplan, F. Intelligent adaptive curiosity: a source of self-development. In Luc Berthouze and Hideki Kozima and Christopher G. Prince and Giulio Sandini and Georgi Stojanov and G. Metta and C. Balkenius, editor, Proceedings of the 4th International Workshop on Epigenetic Robotics, vol. 117, pages 127-130, 2004 Lund University Cognitive Studies.
2004
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Kaplan, F. and Oudeyer, P-Y. Maximizing learning progress: an internal reward system for development. In Iida, F. and Pfeifer, R. and Steels, L. and Kuniyoshi, Y., editor, Embodied Artificial Intelligence, LNCS 3139, pages 259-270, Springer-Verlag. London, UK, 2004
2004
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Arleo, A., Smeraldi, F. and Gerstner, W. Cognitive navigation based on non-uniform Gabor space sampling, unsupervised growing networks, and reinforcement learning. IEEE Trans. on Neural Networks, 15(3):639-652, 2004
2004
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Olivier J.-M. D. Coenen Neural Plasticity and the Environment. In Mario Tokoro and Luc Steels, Editors, editor, The Future of Learning, pages 189-205, IOS Press, Amsterdam. 2003
2003
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Pachet, F. and Zils, A. Evolving Automatically High-Level Music Descriptors From Acoustic Signals. Springer Verlag LNCS, 2771:42-53, 2003
2003
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Zils, A. & Pachet, F. Extracting Automatically the Perceived Intensity of Music Titles. Proceedings of the 6th COST-G6 Conference on Digital Audio Effects (DAFX03), pages 180-183, London, U.K., September 2003 Queen Mary University
2003
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Steels, L. Social Language learning. In Tokoro, M. and Steels, L., editor, The Future of Learning, pages 133-162, IOS Press. Amsterdam, 2003
2003
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Westermann, G. and Miranda, E. R. Integrating Perception and Production in a Neural Network Model. Proceedings of the 7th Neural Computationa and Psychology Workshop, 2002 UK World Scientific.
2002
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Kaplan, F., Fujita, M. and Doi, T. Dans les entrailles du chien AIBO. La recherche 350 : special issue Les Nouveaux Robots, pages 84-86, February 2002
2002
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Miranda, E. R. Mimetic Development of Intonation. Proceedings of the 2nd International Conference on Music and Artificial Intelligence (ICMAI 2002), Springer Verlag - Lecture Notes on Artificial Intelligence. September 2002
2002
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David M. Eagleman, Coenen, Olivier J-M. D., Vladimir Mitsner and Thomas M. Bartol, Anthony J. Bell, Terrence J. Sejnowski Cerebellar glomeruli: Does limited extracellular calcium implement a sparse encoding strategy?. Proceedings of the 8 th Annual Joint Symposium on Neural Computation, vol. 11, The Salk Institute, La Jolla, CA, July 2001 Institute for Neural Computation
2001
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Coenen, O. J.-M. D., Arnold, M.P., Sejnowski, T.J. and Jabri, M.A. Parallel fiber coding in the cerebellum for life-long learning. Autonomous Robots, 11(3):291-297, November 2001
2001
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Kaplan, F., Oudeyer, P-Y., Kubinyi, E. and Miklosi, A. Taming robots with clicker training : a solution for teaching complex behaviors. In Quoy, M. and Gaussier, P. and Wyatt, J. L., editor, Proceedings of the 9th European workshop on learning robots, LNAI, 2001 Springer.
2001
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Steels, L. and Kaplan, F. AIBO's first words: The social learning of language and meaning. Evolution of Communication, 4(1):3-32, 2000
2000
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Miranda, E. R. Readings in Music and Artificial Intelligence. Harwood Academic Publisher, 2000
2000
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Arleo, A. and Gerstner, W. Spatial Cognition and Neuro-Mimetic Navigation: A Model of Hippocampal Place Cell Activity. Biological Cybernetics, 83:287-299, 2000
2000
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Miranda, E. R. Machine Learning and Sound Design. Leonardo Music Journal, 7:49-55, 1998
1998
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Steels, L. Language Learning and Language Contact. In Daelemans, W. and Van den Bosh, A. and Weijters, A., editor, Workshop Notes of the ECML/MLnet Familiarization Workshop on Empirical Learning of Natural Language Processing Tasks, pages 11-24, ECML/MLnet. Prague, 1997
1997
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