François Pachet

Affiliations:
  • Spotify Creator Technology Research Lab, Paris, France
  • Sony CSL, Paris, France (former)


According to our database1, François Pachet authored at least 114 papers between 1991 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2020
Deep learning for music generation: challenges and directions.
Neural Comput. Appl., 2020

Assisted music creation with Flow Machines: towards new categories of new.
CoRR, 2020

Deep Learning Techniques for Music Generation
Springer, ISBN: 978-3-319-70162-2, 2020

2019
Smart Edition of MIDI Files.
CoRR, 2019

The Skipping Behavior of Users of Music Streaming Services and its Relation to Musical Structure.
CoRR, 2019

2017
A Joyful Ode to Automatic Orchestration.
ACM Trans. Intell. Syst. Technol., 2017

Music Generation by Deep Learning - Challenges and Directions.
CoRR, 2017

Sampling Markov Models under Constraints: Complexity Results for Binary Equalities and Grammar Membership.
CoRR, 2017

Deep Learning Techniques for Music Generation - A Survey.
CoRR, 2017

Sampling Variations of Lead Sheets.
CoRR, 2017

GLSR-VAE: Geodesic latent space regularization for variational autoencoder architectures.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Rethinking reflexive looper for structured pop music.
Proceedings of the 17th International Conference on New Interfaces for Musical Expression, 2017

Sampling Variations of Sequences for Structured Music Generation.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

DeepBach: a Steerable Model for Bach Chorales Generation.
Proceedings of the 34th International Conference on Machine Learning, 2017

2016
Maximum entropy models capture melodic styles.
CoRR, 2016

Maximum entropy models for generation of expressive music.
CoRR, 2016

Style Imitation and Chord Invention in Polyphonic Music with Exponential Families.
CoRR, 2016

DeepBach: a Steerable Model for Bach chorales generation.
CoRR, 2016

SISO and SIMO Accompaniment Cancellation for Live Solo Recordings Based on Short-Time ERB-Band Wiener Filtering and Spectral Subtraction.
CoRR, 2016

Decision-Based Transcription of Jazz Guitar Solos Using a Harmonic Bident Analysis Filter Bank and Spectral Distribution Weighting.
CoRR, 2016

The "Beyond the Fence" Musical and "Computer Says Show" Documentary.
Proceedings of the Seventh International Conference on Computational Creativity, 2016

Enforcing Structure on Temporal Sequences: The Allen Constraint.
Proceedings of the Principles and Practice of Constraint Programming, 2016

Assisted Lead Sheet Composition Using FlowComposer.
Proceedings of the Principles and Practice of Constraint Programming, 2016

2015
The MIR Perspective on the Evolution of Dynamics in Mainstream Music.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Capturing a Musician's Groove: Generation of Realistic Accompaniments from Single Song Recordings.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Generating all Possible Palindromes from Ngram Corpora.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Generating 1/f Noise Sequences as Constraint Satisfaction: The Voss Constraint.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Improving music composition through peer feedback: experiment and preliminary results.
Proceedings of the First International Workshop on AI and Feedback, 2015

Max Order: A Tale of Creativity.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

The comic strip game: observing the impact of implicit feedback in the content creation process.
Proceedings of the First International Workshop on AI and Feedback, 2015

Exact Sampling for Regular and Markov Constraints with Belief Propagation.
Proceedings of the Principles and Practice of Constraint Programming, 2015

2014
Non-Conformant Harmonization: the Real Book in the Style of Take 6.
Proceedings of the Fifth International Conference on Computational Creativity, 2014

Imitative Leadsheet Generation with User Constraints.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Avoiding Plagiarism in Markov Sequence Generation.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
A Comprehensive Online Database of Machine-Readable Lead-Sheets for Jazz Standards.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Virtualband: Interacting with Stylistically Consistent Agents.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Automatic Classification of Guitar Playing Modes.
Proceedings of the Sound, Music, and Motion - 10th International Symposium, 2013

Reflexive loopers for solo musical improvisation.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Enforcing Meter in Finite-Length Markov Sequences.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Markov Constraints for Generating Lyrics with Style.
Proceedings of the ECAI 2012, 2012

2011
Musical Metadata and Knowledge Management.
Proceedings of the Encyclopedia of Knowledge Management, Second Edition, 2011

Markov constraints: steerable generation of Markov sequences.
Constraints An Int. J., 2011

Finite-Length Markov Processes with Constraints.
Proceedings of the IJCAI 2011, 2011

2010
Is There a Relation Between the Syntax and the Fitness of an Audio Feature?.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

2009
Improving Multilabel Analysis of Music Titles: A Large-Scale Validation of the Correction Approach.
IEEE Trans. Speech Audio Process., 2009

Analytical Features: A Knowledge-Based Approach to Audio Feature Generation.
EURASIP J. Audio Speech Music. Process., 2009

Description-Based Design of Melodies.
Comput. Music. J., 2009

Pandeiro funk: experiments on rhythm-based interaction.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2009

Stimulating creative flow through computational feedback.
Proceedings of the Computational Creativity: An Interdisciplinary Approach, 12.07., 2009

2008
A scale-free distribution of false positives for a large class of audio similarity measures.
Pattern Recognit., 2008

The future of content is in ourselves.
Comput. Entertain., 2008

Interview with Francois Pachet (May 7, 2008).
Comput. Entertain., 2008

Direct and Inverse Inference in Music Databases: How to Make at Song Funk?
Proceedings of the ISMIR 2008, 2008

Hit Song Science Is Not Yet a Science.
Proceedings of the ISMIR 2008, 2008

2007
The influence of polyphony on the dynamical modelling of musical timbre.
Pattern Recognit. Lett., 2007

Improving the Classification of Percussive Sounds with Analytical Features: A Case Study.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Signal + Context = Better Classification.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Exploring Billions of Audio Features.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007

2006
The Cuidado music browser: an end-to-end electronic music distribution system.
Multim. Tools Appl., 2006

Incremental Parsing for Real-time Accompaniment Systems.
Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006

2005
"The way it Sounds": timbre models for analysis and retrieval of music signals.
IEEE Trans. Multim., 2005

Exploiting the Tradeoff Between Precision and Cpu-Time to Speed Up Nearest Neighbor Search.
Proceedings of the ISMIR 2005, 2005

Automatic X Traditional Descriptor Extraction: the Case of Chord Recognition.
Proceedings of the ISMIR 2005, 2005

Ringomatic: A Real-Time Interactive Drummer Using Constraint-Satisfaction and Drum Sound Descriptors.
Proceedings of the ISMIR 2005, 2005

Recognizing Chords with EDS: Part One.
Proceedings of the Computer Music Modeling and Retrieval, Third International Symposium, 2005

2004
Popular music access: The Sony music browser.
J. Assoc. Inf. Sci. Technol., 2004

When children reflect on their own playing style: experiments with continuator and children.
Comput. Entertain., 2004

Beyond the Cybernetic Jam Fantasy: The Continuator.
IEEE Computer Graphics and Applications, 2004

Les nouveaux enjeux de la réification. A la recherche des coïncidences.
Obj. Logiciel Base données Réseaux, 2004

Automatic extraction of music descriptors from acoustic signals.
Proceedings of the ISMIR 2004, 2004

From Sound Sampling To Song Sampling.
Proceedings of the ISMIR 2004, 2004

Tools and Architecture for the Evaluation of Similarity Measures : Case Study of Timbre Similarity.
Proceedings of the ISMIR 2004, 2004

2003
Content management for electronic music distribution.
Commun. ACM, 2003

Objets et divertissement.
Obj. Logiciel Base données Réseaux, 2003

Editorial metadata in the Cuidado music browser: between universalism and isolationism.
Proceedings of the 3rd International Conference on WEB Delivering of Music (WEDELMUSIC 2003), 2003

Evolving Automatically High-Level Music Descriptors from Acoustic Signals.
Proceedings of the Computer Music Modeling and Retrieval, International Symposium, 2003

2002
Playing With Virtual Musicians: The Continuator in Practice.
IEEE Multim., 2002

Automatic Extraction of Drum Tracks from Polyphonic Music Signals.
Proceedings of the Second International Conference on WEB Delivering of Music, 2002

The CUIDADO Project.
Proceedings of the ISMIR 2002, 2002

Music Similarity Measures: What's the use?
Proceedings of the ISMIR 2002, 2002

Scaling up music playlist generation.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

The CUIDADO Project: New Applications based on Audio and Music Content Description.
Proceedings of the 2002 International Computer Music Conference, 2002

The Continuator: Musical Interaction with Style.
Proceedings of the 2002 International Computer Music Conference, 2002

Interacting with a Musical Learning System: The Continuator.
Proceedings of the Music and Artificial Intelligence, Second International Conference, 2002

2001
Musical Harmonization with Constraints: A Survey.
Constraints An Int. J., 2001

Introduction to the Special Issue on Constraints for Multimedia Artistic Applications.
Constraints An Int. J., 2001

Musical Data Mining for Electronic Music Distribution.
Proceedings of the First International Conference on WEB Delivering of Music (WEDELMUSIC '01), 2001

A Naturalist Approach to Music File Name Analysis.
Proceedings of the ISMIR 2001, 2001

2000
A Combinatorial Approach to Content-Based Music Selection.
IEEE Multim., 2000

The framework approach for constraint satisfaction.
ACM Comput. Surv., 2000

A taxonomy of musical genres.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

CLAVIS - Un systeme de raisonnement temporel pour la classification de sequences audiovisuelles.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

Dynamic Audio Mixing.
Proceedings of the 2000 International Computer Music Conference, 2000

Rhythms as emerging structures.
Proceedings of the 2000 International Computer Music Conference, 2000

A Language for Audiovisual Template Specification and Recognition.
Proceedings of the Principles and Practice of Constraint Programming, 2000

Computer Analysis of Jazz Chord Sequence: Is Solar a Blues?
Proceedings of the Readings in Music and Artificial Intelligence, 2000

1999
MusicSpace: a Constraint-Based Control System for Music Spatialization.
Proceedings of the 1999 International Computer Music Conference, 1999

Automatic Generation of Music Programs.
Proceedings of the Principles and Practice of Constraint Programming, 1999

1998
A Mixed 2D/3D Interface for Music Spatialization.
Proceedings of the Virtual Worlds, First International Conference, 1998

MidiSpace: A Temporal Constraint-Based Music Spatializer.
Proceedings of the 6th ACM International Conference on Multimedia '98, 1998

Démarche de modélisation de réseaux électriques à partir de composants structurés en points de vue.
Proceedings of the Actes du XVIème Congrès INFORSID, Montpellier, France, 12-15 mai, 1998, 1998

Using Description Logics for Indexing Audiovisual Documents.
Proceedings of the 1998 International Workshop on Description Logics (DL'98), IRST, Povo, 1998

1997
Reifying Constraint Satisfaction in Smalltalk.
J. Object Oriented Program., 1997

NéoGanesh: a working system for the automated control of assisted ventilation in ICUs.
Artif. Intell. Medicine, 1997

1996
EpiTalk - A Platform fro Epiphyte Advisor Systems Dedicated to Both Individual and Collaborative Learning.
Proceedings of the Intelligent Tutoring Systems, Third International Conference, 1996

1995
Metamodeling in OO: OOPSLA'95 workshop summary.
Proceedings of the Addendum to the Proceedings of the 10th Annual Conference on Object-Oriented Programming Systems, 1995

On the Embeddability of Production Rules in Object-Oriented Languages.
J. Object Oriented Program., 1995

Representing Medical Context Using Rule-Based Object-Oriented Programming Techniques.
Proceedings of the Artificial Intelligence Medicine, 1995

1994
Embedded object-oriented production systems (OOPS): workshop report.
Proceedings of the Addendum to the Proceedings on Object-Oriented Programming Systems, 1994

Rule firing with metarules.
Proceedings of the SEKE'94, 1994

Vers un modèle du raisonnement dans les langages à objets.
Proceedings of the Actes des journées Langages et Modèles à Objets, 1994

1992
Representation of a Medical Expertise using the Smalltalk Environment: Putting a Prototype to Work.
Proceedings of the TOOLS 1992: 7th International Conference on Technology of Object-Oriented Languages and Systems, 1992

1991
Representing Knowledge Used by Jazz Muscians.
Proceedings of the 1991 International Computer Music Conference, 1991

A Meta-level Architecture for the Analysis of Jazz Chord Sequences.
Proceedings of the 1991 International Computer Music Conference, 1991


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