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ORCIDFrançois Pachet
François-David Pachet
Person information
- affiliation: Spotify Creator Technology Research Lab, Paris, France
- affiliation (former): Sony CSL, Paris, France
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2020 – today
- 2024
[e3]Allegra De Filippo, François Pachet, Valentina Presutti, Luc Steels:
Proceedings of the 3rd Workshop on Artificial Intelligence and Creativity co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 20, 2024. CEUR Workshop Proceedings 3810, CEUR-WS.org 2024 [contents]- 2022
- [i16]Simon Colton, Maria Teresa Llano, Rose Hepworth, John William Charnley, Catherine V. Gale, Archie Baron, François Pachet, Pierre Roy, Pablo Gervás, Nick Collins, Bob L. Sturm, Tillman Weyde, Daniel Wolff, James Robert Lloyd:
The Beyond the Fence Musical and Computer Says Show Documentary. CoRR abs/2206.03224 (2022) - 2020
- [b1]Jean-Pierre Briot, Gaëtan Hadjeres, François-David Pachet:
Deep Learning Techniques for Music Generation. Springer 2020, ISBN 978-3-319-70162-2, pp. 1-249 - [j26]Jean-Pierre Briot
, François Pachet:
Deep learning for music generation: challenges and directions. Neural Comput. Appl. 32(4): 981-993 (2020) - [i15]François Pachet, Pierre Roy, Benoît Carré:
Assisted music creation with Flow Machines: towards new categories of new. CoRR abs/2006.09232 (2020)
2010 – 2019
- 2019
- [i14]Nicola Montecchio, Pierre Roy, François Pachet:
The Skipping Behavior of Users of Music Streaming Services and its Relation to Musical Structure. CoRR abs/1903.06008 (2019) - [i13]Pierre Roy, François Pachet:
Smart Edition of MIDI Files. CoRR abs/1903.08459 (2019) - 2018
- [e2]François Pachet, Anna Jordanous, Carlos León:
Proceedings of the Ninth International Conference on Computational Creativity, ICCC 2018, Salamanca, Spain, June 25-29, 2018. Association for Computational Creativity (ACC) 2018, ISBN 978-989-54160-0-4 [contents] - 2017
- [j25]François Pachet:
A Joyful Ode to Automatic Orchestration. ACM Trans. Intell. Syst. Technol. 8(2): 18:1-18:13 (2017) - [c73]Gaëtan Hadjeres, François Pachet, Frank Nielsen:
DeepBach: a Steerable Model for Bach Chorales Generation. ICML 2017: 1362-1371 - [c72]François Pachet, Alexandre Papadopoulos, Pierre Roy:
Sampling Variations of Sequences for Structured Music Generation. ISMIR 2017: 167-173 - [c71]Marco Marchini, François Pachet, Benoît Carré:
Rethinking reflexive looper for structured pop music. NIME 2017: 139-144 - [c70]Gaëtan Hadjeres, Frank Nielsen, François Pachet:
GLSR-VAE: Geodesic latent space regularization for variational autoencoder architectures. SSCI 2017: 1-7 - [i12]Pierre Roy, Alexandre Papadopoulos, François Pachet:
Sampling Variations of Lead Sheets. CoRR abs/1703.00760 (2017) - [i11]Gaëtan Hadjeres, Frank Nielsen, François Pachet:
GLSR-VAE: Geodesic Latent Space Regularization for Variational AutoEncoder Architectures. CoRR abs/1707.04588 (2017) - [i10]Jean-Pierre Briot, Gaëtan Hadjeres, François Pachet:
Deep Learning Techniques for Music Generation - A Survey. CoRR abs/1709.01620 (2017) - [i9]Stéphane Rivaud, François Pachet:
Sampling Markov Models under Constraints: Complexity Results for Binary Equalities and Grammar Membership. CoRR abs/1711.10436 (2017) - [i8]Jean-Pierre Briot, François Pachet:
Music Generation by Deep Learning - Challenges and Directions. CoRR abs/1712.04371 (2017) - 2016
- [c69]Alexandre Papadopoulos, Pierre Roy, François Pachet:
Assisted Lead Sheet Composition Using FlowComposer. CP 2016: 769-785 - [c68]Pierre Roy, Guillaume Perez, Jean-Charles Régin, Alexandre Papadopoulos, François Pachet, Marco Marchini:
Enforcing Structure on Temporal Sequences: The Allen Constraint. CP 2016: 786-801 - [c67]Simon Colton, Maria Teresa Llano, Rose Hepworth, John William Charnley, Catherine V. Gale, Archie Baron, François Pachet, Pierre Roy, Pablo Gervás, Nick Collins, Bob L. Sturm, Tillman Weyde, Daniel Wolff, James Robert Lloyd:
The "Beyond the Fence" Musical and "Computer Says Show" Documentary. ICCC 2016: 311-321 - [e1]François Pachet, Amílcar Cardoso, Vincent Corruble, Fiammetta Ghedini:
Proceedings of the Seventh International Conference on Computational Creativity, ICCC 2016, UPMC, Paris, France, June 27 - July 1, 2016. Sony CSL Paris, France 2016, ISBN 978-2-7466-9155-1 [contents] - [i7]Gaëtan Hadjeres, Jason Sakellariou, François Pachet:
Style Imitation and Chord Invention in Polyphonic Music with Exponential Families. CoRR abs/1609.05152 (2016) - [i6]Jason Sakellariou, Francesca Tria, Vittorio Loreto, François Pachet:
Maximum entropy models capture melodic styles. CoRR abs/1610.03414 (2016) - [i5]Simon Moulieras, François Pachet:
Maximum entropy models for generation of expressive music. CoRR abs/1610.03606 (2016) - [i4]Stanislaw Gorlow, Mathieu Ramona, François Pachet:
Decision-Based Transcription of Jazz Guitar Solos Using a Harmonic Bident Analysis Filter Bank and Spectral Distribution Weighting. CoRR abs/1611.06505 (2016) - [i3]Stanislaw Gorlow, Mathieu Ramona, François Pachet:
SISO and SIMO Accompaniment Cancellation for Live Solo Recordings Based on Short-Time ERB-Band Wiener Filtering and Spectral Subtraction. CoRR abs/1611.08905 (2016) - [i2]Gaëtan Hadjeres, François Pachet:
DeepBach: a Steerable Model for Bach chorales generation. CoRR abs/1612.01010 (2016) - 2015
- [c66]Alexandre Papadopoulos, François Pachet, Pierre Roy, Jason Sakellariou:
Exact Sampling for Regular and Markov Constraints with Belief Propagation. CP 2015: 341-350 - [c65]Fiammetta Ghedini, Benjamin Frantz, François Pachet, Pierre Roy:
The comic strip game: observing the impact of implicit feedback in the content creation process. AInF@IJCAI 2015: 18-26 - [c64]Daniel Martin, Benjamin Frantz, François Pachet:
Improving music composition through peer feedback: experiment and preliminary results. AInF@IJCAI 2015: 27-31 - [c63]François Pachet, Pierre Roy, Alexandre Papadopoulos, Jason Sakellariou:
Generating 1/f Noise Sequences as Constraint Satisfaction: The Voss Constraint. IJCAI 2015: 2482-2488 - [c62]Alexandre Papadopoulos, Pierre Roy, Jean-Charles Régin, François Pachet:
Generating all Possible Palindromes from Ngram Corpora. IJCAI 2015: 2489-2495 - [c61]Fiammetta Ghedini, François Pachet, Pierre Roy:
Max Order: A Tale of Creativity. IJCAI 2015: 4136-4137 - [c60]Mathieu Ramona, Giordano Cabral, François Pachet:
Capturing a Musician's Groove: Generation of Realistic Accompaniments from Single Song Recordings. IJCAI 2015: 4140-4142 - [c59]Emmanuel Deruty, François Pachet:
The MIR Perspective on the Evolution of Dynamics in Mainstream Music. ISMIR 2015: 722-727 - 2014
- [c58]Alexandre Papadopoulos, Pierre Roy, François Pachet:
Avoiding Plagiarism in Markov Sequence Generation. AAAI 2014: 2731-2737 - [c57]François Pachet, Pierre Roy:
Imitative Leadsheet Generation with User Constraints. ECAI 2014: 1077-1078 - [c56]François Pachet, Pierre Roy:
Non-Conformant Harmonization: the Real Book in the Style of Take 6. ICCC 2014: 100-107 - 2013
- [c55]Pierre Roy, François Pachet:
Enforcing Meter in Finite-Length Markov Sequences. AAAI 2013: 854-861 - [c54]François Pachet, Pierre Roy, Julian Moreira, Mark d'Inverno:
Reflexive loopers for solo musical improvisation. CHI 2013: 2205-2208 - [c53]Raphael Foulon, Pierre Roy, François Pachet:
Automatic Classification of Guitar Playing Modes. CMMR 2013: 58-71 - [c52]François Pachet, Jeff Suzda, Dani Martínez:
A Comprehensive Online Database of Machine-Readable Lead-Sheets for Jazz Standards. ISMIR 2013: 275-280 - [c51]Julian Moreira, Pierre Roy, François Pachet:
Virtualband: Interacting with Stylistically Consistent Agents. ISMIR 2013: 341-346 - 2012
- [c50]Gabriele Barbieri, François Pachet, Pierre Roy, Mirko Degli Esposti:
Markov Constraints for Generating Lyrics with Style. ECAI 2012: 115-120 - 2011
- [j24]François Pachet, Pierre Roy:
Markov constraints: steerable generation of Markov sequences. Constraints An Int. J. 16(2): 148-172 (2011) - [c49]François Pachet, Pierre Roy, Gabriele Barbieri:
Finite-Length Markov Processes with Constraints. IJCAI 2011: 635-642 - [r1]François Pachet:
Musical Metadata and Knowledge Management. Encyclopedia of Knowledge Management 2011: 1192-1199 - 2010
- [c48]Gabriele Barbieri, François Pachet, Mirko Degli Esposti, Pierre Roy:
Is There a Relation Between the Syntax and the Fitness of an Audio Feature?. ISMIR 2010: 321-326
2000 – 2009
- 2009
- [j23]François Pachet:
Description-Based Design of Melodies. Comput. Music. J. 33(4): 56-68 (2009) - [j22]François Pachet, Pierre Roy:
Analytical Features: A Knowledge-Based Approach to Audio Feature Generation. EURASIP J. Audio Speech Music. Process. 2009 (2009) - [j21]François Pachet, Pierre Roy:
Improving Multilabel Analysis of Music Titles: A Large-Scale Validation of the Correction Approach. IEEE Trans. Speech Audio Process. 17(2): 335-343 (2009) - [c47]Sergio Krakowski, Luiz Velho, François Pachet:
Pandeiro funk: experiments on rhythm-based interaction. SIGGRAPH Posters 2009 - [c46]Sergio Krakowski, Luiz Velho, François Pachet:
Pandeiro funk: experiments on rhythm-based interaction. SIGGRAPH Music & Audio 2009 - [i1]Daniel Jones, Oliver Bown, Jon McCormack, François Pachet, Robert Michael Young, Rodney Berry, Iris Asaf, Benjamin Porter:
Stimulating creative flow through computational feedback. Computational Creativity: An Interdisciplinary Approach 2009 - 2008
- [j20]François Pachet:
The future of content is in ourselves. Comput. Entertain. 6(3): 31:1-31:20 (2008) - [j19]Newton Lee, François Pachet:
Interview with Francois Pachet (May 7, 2008). Comput. Entertain. 6(3): 47:1 (2008) - [j18]Jean-Julien Aucouturier, François Pachet:
A scale-free distribution of false positives for a large class of audio similarity measures. Pattern Recognit. 41(1): 272-284 (2008) - [c45]François Pachet, Pierre Roy:
Hit Song Science Is Not Yet a Science. ISMIR 2008: 355-360 - [c44]Patrick Rabbat, François Pachet:
Direct and Inverse Inference in Music Databases: How to Make at Song Funk? ISMIR 2008: 589-594 - 2007
- [j17]Jean-Julien Aucouturier, François Pachet:
The influence of polyphony on the dynamical modelling of musical timbre. Pattern Recognit. Lett. 28(5): 654-661 (2007) - [c43]François Pachet, Pierre Roy:
Exploring Billions of Audio Features. CBMI 2007: 227-235 - [c42]Pierre Roy, François Pachet, Sergio Krakowski:
Improving the Classification of Percussive Sounds with Analytical Features: A Case Study. ISMIR 2007: 229-232 - [c41]Jean-Julien Aucouturier, François Pachet, Pierre Roy, Anthony Beurivé:
Signal + Context = Better Classification. ISMIR 2007: 425-430 - 2006
- [j16]François Pachet, Jean-Julien Aucouturier, Amaury La Burthe, Aymeric Zils, Anthony Beurivé:
The Cuidado music browser: an end-to-end electronic music distribution system. Multim. Tools Appl. 30(3): 331-349 (2006) - [c40]Giordano Cabral, Jean-Pierre Briot, François Pachet:
Incremental Parsing for Real-time Accompaniment Systems. FLAIRS 2006: 227-230 - 2005
- [j15]Jean-Julien Aucouturier, François Pachet, Mark B. Sandler:
"The way it Sounds": timbre models for analysis and retrieval of music signals. IEEE Trans. Multim. 7(6): 1028-1035 (2005) - [c39]Giordano Cabral, François Pachet, Jean-Pierre Briot:
Recognizing Chords with EDS: Part One. CMMR 2005: 185-195 - [c38]Pierre Roy, Jean-Julien Aucouturier, François Pachet, Anthony Beurivé:
Exploiting the Tradeoff Between Precision and Cpu-Time to Speed Up Nearest Neighbor Search. ISMIR 2005: 230-237 - [c37]Jean-Julien Aucouturier, François Pachet:
Ringomatic: A Real-Time Interactive Drummer Using Constraint-Satisfaction and Drum Sound Descriptors. ISMIR 2005: 412-419 - [c36]Giordano Cabral, François Pachet, Jean-Pierre Briot:
Automatic X Traditional Descriptor Extraction: the Case of Chord Recognition. ISMIR 2005: 444-449 - 2004
- [j14]François Pachet:
Les nouveaux enjeux de la réification. A la recherche des coïncidences. Obj. Logiciel Base données Réseaux 10(4): 33-60 (2004) - [j13]François Pachet:
Beyond the Cybernetic Jam Fantasy: The Continuator. IEEE Computer Graphics and Applications 24(1): 31-35 (2004) - [j12]François Pachet, Anna Rita Addessi:
When children reflect on their own playing style: experiments with continuator and children. Comput. Entertain. 2(1): 14 (2004) - [j11]François Pachet, Amaury La Burthe, Aymeric Zils, Jean-Julien Aucouturier:
Popular music access: The Sony music browser. J. Assoc. Inf. Sci. Technol. 55(12): 1037-1044 (2004) - [c35]Jean-Julien Aucouturier, François Pachet:
Tools and Architecture for the Evaluation of Similarity Measures : Case Study of Timbre Similarity. ISMIR 2004 - [c34]Jean-Julien Aucouturier, François Pachet, Peter Hanappe:
From Sound Sampling To Song Sampling. ISMIR 2004 - [c33]François Pachet, Aymeric Zils:
Automatic extraction of music descriptors from acoustic signals. ISMIR 2004 - 2003
- [j10]François Pachet:
Objets et divertissement. Obj. Logiciel Base données Réseaux 9(1-2): 13 (2003) - [j9]François Pachet:
Content management for electronic music distribution. Commun. ACM 46(4): 71-75 (2003) - [c32]François Pachet, Aymeric Zils:
Evolving Automatically High-Level Music Descriptors from Acoustic Signals. CMMR 2003: 42-53 - [c31]Amaury La Burthe, François Pachet, Jean-Julien Aucouturier:
Editorial metadata in the Cuidado music browser: between universalism and isolationism. WEDELMUSIC 2003: 130-137 - 2002
- [j8]François Pachet:
Playing With Virtual Musicians: The Continuator in Practice. IEEE Multim. 9(3): 77-82 (2002) - [c30]François Pachet:
Interacting with a Musical Learning System: The Continuator. ICMAI 2002: 119-132 - [c29]François Pachet:
The Continuator: Musical Interaction with Style. ICMC 2002 - [c28]Hugues Vinet, Perfecto Herrera, François Pachet:
The CUIDADO Project: New Applications based on Audio and Music Content Description. ICMC 2002 - [c27]Jean-Julien Aucouturier, François Pachet:
Scaling up music playlist generation. ICME (1) 2002: 105-108 - [c26]Jean-Julien Aucouturier, François Pachet:
Music Similarity Measures: What's the use? ISMIR 2002 - [c25]Hugues Vinet, Perfecto Herrera, François Pachet:
The CUIDADO Project. ISMIR 2002 - [c24]Aymeric Zils, François Pachet, Olivier Delerue, Fabien Gouyon:
Automatic Extraction of Drum Tracks from Polyphonic Music Signals. WEDELMUSIC 2002: 179-183 - 2001
- [j7]François Pachet, Philippe Codognet:
Introduction to the Special Issue on Constraints for Multimedia Artistic Applications. Constraints An Int. J. 6(1): 5-6 (2001) - [j6]François Pachet, Pierre Roy:
Musical Harmonization with Constraints: A Survey. Constraints An Int. J. 6(1): 7-19 (2001) - [c23]François Pachet:
A Naturalist Approach to Music File Name Analysis. ISMIR 2001 - [c22]François Pachet, Gert Westermann, Damien Laigre:
Musical Data Mining for Electronic Music Distribution. WEDELMUSIC 2001: 101-106 - 2000
- [j5]Pierre Roy, Anne Liret, François Pachet:
The framework approach for constraint satisfaction. ACM Comput. Surv. 32(1es): 13 (2000) - [j4]François Pachet, Pierre Roy, Daniel Cazaly:
A Combinatorial Approach to Content-Based Music Selection. IEEE Multim. 7(1): 44-51 (2000) - [c21]Jean Carrive, Pierre Roy, François Pachet, Rémi Ronfard:
A Language for Audiovisual Template Specification and Recognition. CP 2000: 128-142 - [c20]François Pachet:
Rhythms as emerging structures. ICMC 2000 - [c19]François Pachet, Olivier Delerue, Peter Hanappe:
Dynamic Audio Mixing. ICMC 2000 - [c18]François Pachet, Daniel Cazaly:
A taxonomy of musical genres. RIAO 2000: 1238-1245 - [c17]Jean Carrive, François Pachet, Rémi Ronfard:
CLAVIS - Un systeme de raisonnement temporel pour la classification de sequences audiovisuelles. RIAO 2000: 1400-1415 - [p1]François Pachet:
Computer Analysis of Jazz Chord Sequence: Is Solar a Blues? Readings in Music and Artificial Intelligence 2000: 85-113
1990 – 1999
- 1999
- [c16]François Pachet, Pierre Roy:
Automatic Generation of Music Programs. CP 1999: 331-345 - [c15]François Pachet, Olivier Delerue:
MusicSpace: a Constraint-Based Control System for Music Spatialization. ICMC 1999 - [c14]François Pachet, Pierre Roy, Daniel Cazaly:
A Combinatorial Approach to Content-Based Music Selection. ICMCS, Vol. 1 1999: 457-462 - 1998
- [c13]Jean Carrive, François Pachet, Rémi Ronfard:
Using Description Logics for Indexing Audiovisual Documents. Description Logics 1998 - [c12]Yasmina Chikhi, Jeannine Moustafiadès, François Pachet:
Démarche de modélisation de réseaux électriques à partir de composants structurés en points de vue. INFORSID 1998: 91-110 - [c11]François Pachet, Olivier Delerue:
MidiSpace: A Temporal Constraint-Based Music Spatializer. ACM Multimedia 1998: 351-359 - [c10]François Pachet, Olivier Delerue:
A Mixed 2D/3D Interface for Music Spatialization. Virtual Worlds 1998: 298-307 - 1997
- [j3]Michel Dojat, François Pachet, Zahia Guessoum, D. Touchard, A. Harf, L. Brochard:
NéoGanesh: a working system for the automated control of assisted ventilation in ICUs. Artif. Intell. Medicine 11(2): 97-117 (1997) - [j2]Pierre Roy, François Pachet:
Reifying Constraint Satisfaction in Smalltalk. J. Object Oriented Program. 10(4): 43-51, 63 (1997) - 1996
- [c9]Sylvain Giroux, Gilbert Paquette, François Pachet, Jean Girard:
EpiTalk - A Platform fro Epiphyte Advisor Systems Dedicated to Both Individual and Collaborative Learning. Intelligent Tutoring Systems 1996: 363-371 - 1995
- [j1]François Pachet:
On the Embeddability of Production Rules in Object-Oriented Languages. J. Object Oriented Program. 8(4): 19-24 (1995) - [c8]Michel Dojat, François Pachet:
Representing Medical Context Using Rule-Based Object-Oriented Programming Techniques. AIME 1995: 423-424 - [c7]Hafedh Mili, François Pachet, Ilham Benyahia, Frederick Eddy:
Metamodeling in OO: OOPSLA'95 workshop summary. OOPSLA Addendum 1995: 105-110 - 1994
- [c6]François Pachet:
Vers un modèle du raisonnement dans les langages à objets. LMO 1994: 111-123 - [c5]François Pachet, Jean-François Perrot:
Rule firing with metarules. SEKE 1994: 322-329 - [c4]François Pachet, Patrick Albert, Brian M. Barry, Brian Donnell, John McGehee, Dan Miranker:
Embedded object-oriented production systems (OOPS): workshop report. OOPSLA Addendum 1994: 87-91 - 1992
- [c3]Michel Dojat, François Pachet:
Representation of a Medical Expertise using the Smalltalk Environment: Putting a Prototype to Work. TOOLS (7) 1992: 379-389 - 1991
- [c2]François Pachet:
A Meta-level Architecture for the Analysis of Jazz Chord Sequences. ICMC 1991 - [c1]François Pachet:
Representing Knowledge Used by Jazz Muscians. ICMC 1991
Coauthor Index
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