François Pachet

François Pachet's AcademicInfluence.com Rankings

François Pachet

Computer Science

#1725

World Rank

#1788

Historical Rank

Artificial Intelligence

#466

World Rank

#475

Historical Rank

Database

#6354

World Rank

#6586

Historical Rank

computer-science Degrees

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Computer Science

Why Is François Pachet Influential?

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According to Wikipedia, François Pachet is a French scientist, composer and director of the Spotify Creator Technology Research Lab. Before joining Spotify he led Sony Computer Science Laboratory in Paris. He is one of the pioneers of computer music closely linked to artificial intelligence, especially in the field of machine improvisation and style modelling. He has been elected ECCAI Fellow in 2014.

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François Pachet's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Improving Timbre Similarity : How high’s the sky ? (2004) (429)
The Continuator: Musical Interaction With Style (2003) (413)
Representing Musical Genre: A State of the Art (2003) (390)
DeepBach: a Steerable Model for Bach Chorales Generation (2016) (355)
Music Similarity Measures: What's the use? (2002) (324)
The bag-of-frames approach to audio pattern recognition: a sufficient model for urban soundscapes but not for polyphonic music. (2007) (273)
A taxonomy of musical genres (2000) (257)
Deep Learning Techniques for Music Generation - A Survey (2017) (242)
"The way it Sounds": timbre models for analysis and retrieval of music signals (2005) (165)
ON THE USE OF ZERO-CROSSING RATE FOR AN APPLICATION OF CLASSIFICATION OF PERCUSSIVE SOUNDS (2000) (162)
Scaling up music playlist generation (2002) (137)
NéoGanesh: a working system for the automated control of assisted ventilation in ICUs (1997) (115)
Deep Learning Techniques for Music Generation (2019) (114)
Markov constraints: steerable generation of Markov sequences (2011) (110)
Musical Harmonization with Constraints: A Survey (2004) (108)
MUSICAL MOSAICING (2001) (100)
Finite-Length Markov Processes with Constraints (2011) (90)
A combinatorial approach to content-based music selection (1999) (87)
Musical data mining for electronic music distribution (2001) (84)
Hit Song Science Is Not Yet a Science (2008) (81)
Content management for electronic music distribution (2003) (78)
Markov Constraints for Generating Lyrics with Style (2012) (74)
FINDING SONGS THAT SOUND THE SAME (2002) (72)
Classification of dog barks: a machine learning approach (2008) (69)
Assisted Lead Sheet Composition Using FlowComposer (2016) (68)
Analytical Features: A Knowledge-Based Approach to Audio Feature Generation (2009) (68)
Automatic Generation of Music Programs (1999) (66)
Automatic extraction of drum tracks from polyphonic music signals (2002) (66)
Automatic extraction of music descriptors from acoustic signals (2004) (63)
A scale-free distribution of false positives for a large class of audio similarity measures (2008) (63)
Machine learning research that matters for music creation: A case study (2018) (62)
Multimedia at work - Playing with virtual musicians: the continuator in practice (2002) (62)
The CUIDADO Project (2002) (57)
GLSR-VAE: Geodesic latent space regularization for variational autoencoder architectures (2017) (57)
Improving Multilabel Analysis of Music Titles: A Large-Scale Validation of the Correction Approach (2009) (53)
Experiments with a musical machine: musical style replication in 3 to 5 year old children (2005) (53)
Knowledge Management and Musical Metadata (2005) (52)
Avoiding Plagiarism in Markov Sequence Generation (2014) (47)
Beyond the cybernetic jam fantasy: the continuator (2004) (46)
Music Generation by Deep Learning - Challenges and Directions (2017) (45)
When children reflect on their own playing style: experiments with continuator and children (2004) (44)
Exploring Billions of Audio Features (2007) (44)
Signal + Context = Better Classification (2007) (43)
Deep learning for music generation: challenges and directions (2018) (43)
Evolving Automatically High-Level Music Descriptors from Acoustic Signals (2003) (43)
Automatic Recognition of Urban Sound Sources (2006) (42)
On the Embeddability of Production Rules in Object-Oriented Languages (1995) (42)
ON-THE-FLY MULTI TRACK MIXING (2000) (42)
Reflexive loopers for solo musical improvisation (2013) (41)
Representing temporal musical objects and reasoning in the MusES system (1996) (41)
Interacting with a Musical Learning System: The Continuator (2002) (40)
Computer Analysis of Jazz Chord Sequence: Is Solar a Blues? (2000) (38)
Reifying Constraint Satisfaction in Smalltalk (1997) (33)
The Cuidado music browser: an end-to-end electronic music distribution system (2006) (32)
Musical Virtuosity and Creativity (2012) (32)
Sampling Variations of Sequences for Structured Music Generation (2017) (31)
Chapter N + 1 : Enhancing Individual Creativity with Interactive Musical Reflective Systems (2004) (31)
Young children confronting the Continuator, an interactive reflective musical system (2006) (31)
MidiSpace: a temporal constraint-based music spatializer (1998) (30)
Exact Sampling for Regular and Markov Constraints with Belief Propagation (2015) (30)
Popular music access: The Sony music browser (2004) (30)
Tools and Architecture for the Evaluation of Similarity Measures : Case Study of Timbre Similarity (2004) (29)
A Comprehensive Online Database of Machine-Readable Lead-Sheets for Jazz Standards (2013) (29)
Hit Song Science (2011) (28)
The future of content is in ourselves (2008) (28)
Surprising Harmonies (1999) (27)
The "Beyond the Fence" Musical and "Computer Says Show" Documentary (2022) (27)
Enforcing Meter in Finite-Length Markov Sequences (2013) (27)
The influence of polyphony on the dynamical modelling of musical timbre (2007) (25)
Jamming with Plunderphonics: Interactive concatenative synthesis of music (2006) (25)
Maximum entropy models capture melodic styles (2016) (24)
Predicting the Composer and Style of Jazz Chord Progressions (2014) (23)
Using Symmetry of Global Constraints to Speed up the Resolution of Constraint Satisfaction Problems (2002) (22)
The CUIDADO Project: New Applications based on Audio and Music Content Description (2002) (22)
Virtualband: Interacting with Stylistically Consistent Agents (2013) (22)
Creating Music and Texts with Flow Machines (2016) (22)
Formulating Constraint Satisfaction Problems on Part-Whole Relations : The Case of Automatic Musical Harmonization (1998) (21)
A Joyful Ode to Automatic Orchestration (2016) (21)
E´piTalk: generating advisor agents for existing information systems (1996) (21)
From Sound Sampling To Song Sampling (2004) (20)
Non-Conformant Harmonization: the Real Book in the Style of Take 6 (2014) (19)
On the Design of a Musical Flow Machine (2004) (19)
Style Imitation and Chord Invention in Polyphonic Music with Exponential Families (2016) (19)
Mixing Constraints and Objects: a Case Study in Automatic Harmonization (2007) (19)
Rhythms as emerging structures (2000) (19)
Using Description Logics for Indexing Audiovisual Documents (1998) (19)
Ringomatic: A Real-Time Interactive Drummer Using Constraint-Satisfaction and Drum Sound Descriptors (2005) (18)
Finding good acoustic features for parrot vocalizations: the feature generation approach. (2011) (17)
Impact of Distance in Pitch Class Profile Computation (2005) (17)
Enforcing Structure on Temporal Sequences: The Allen Constraint (2016) (17)
The MusES system: an environment for experimenting with knowledge representation techniques in tonal harmony (2007) (16)
Rule firing with metarules (1994) (16)
Creativity studies and musical interaction (2006) (16)
Pluggable Advisors as Epiphyte Systems (1994) (16)
Imitative Leadsheet Generation with User Constraints (2014) (15)
A Framework for Representing Knowledge about Synthesizer Programming (1996) (15)
Automatic X Traditional Descriptor Extraction: the Case of Chord Recognition (2005) (15)
Clavis: a temporal reasoning system for classification of audiovisual sequences (2000) (15)
Representing Knowledge Used by Jazz Muscians (1991) (14)
Young children's musical experiences with a flow machine (2006) (14)
Integrating constraint satisfaction techniques with complex object structures (1995) (14)
A Mixed 2D/3D Interface for Music Spatialization (1998) (13)
A Naturalist Approach to Music File Name Analysis (2001) (13)
An Object-Oriented Representation of Pitch-Classes , Intervals , Scales and Chords (1993) (13)
Spying as an Object-Oriented Programming Paradigm (1995) (12)
MusicSpace: a Constraint-Based Control System for Music Spatialization (1999) (12)
Rethinking reflexive looper for structured pop music (2017) (12)
ANALYTICAL FEATURES FOR THE CLASSIFICATION OF PERCUSSIVE SOUNDS : THE CASE OF THE PANDEIRO (2007) (12)
Recognizing Chords with EDS: Part One (2005) (11)
Exploiting the Tradeoff Between Precision and Cpu-Time to Speed Up Nearest Neighbor Search (2005) (11)
Automatic Classification of Guitar Playing Modes (2013) (11)
New technologies for new music education: The Continuator in a classroom setting (2006) (10)
The framework approach for constraint satisfaction (2000) (10)
The skipping behavior of users of music streaming services and its relation to musical structure (2019) (10)
Chapter N : Creativity Studies and Musical Interaction (2006) (9)
Generating Non-plagiaristic Markov Sequences with Max Order Sampling (2016) (9)
An extendable knowledge-based system for the control of mechanical ventilation (1992) (9)
A Meta-level Architecture for the Analysis of Jazz Chord Sequences (1991) (9)
Human–Made Rock Mixes Feature Tight Relations Between Spectrum and Loudness (2014) (8)
Musical Metadata and Knowledge Management (2011) (8)
Constraints and Multimedia (1999) (8)
Creativity through Style Manipulation : the Flow Machines project (2013) (7)
Incremental Parsing for Real-time Accompaniment Systems (2006) (7)
Maximum entropy models for generation of expressive music (2016) (7)
Improving the Classification of Percussive Sounds with Analytical Features: A Case Study (2007) (7)
LEADSHEETJS: A JAVASCRIPT LIBRARY FOR ONLINE LEAD SHEET EDITING (2015) (7)
Representation of a Medical Expertise using the Smalltalk Environment: Putting a Prototype to Work (1992) (6)
Music Listening: What is in the Air ? (1999) (6)
Sampling Variations of Lead Sheets (2017) (6)
Dynamic Audio Mixing (2000) (6)
Capturing a Musician's Groove: Generation of Realistic Accompaniments from Single Song Recordings (2015) (6)
Generating 1/f Noise Sequences as Constraint Satisfaction: The Voss Constraint (2015) (6)
Do Jazz Improvisers Really Interact (2017) (5)
CHILDREN CONFRONTING AN INTERACTIVE MUSICAL SYSTEM (2004) (5)
Children's Creative Music-Making with Reflexive Interactive Technology: Adventures in improvising and composing (2016) (5)
Building plan recognition systems on arbitrary applications: the spying technique (2002) (5)
Description-Based Design of Melodies (2009) (5)
EpiTalk - A Platform fro Epiphyte Advisor Systems Dedicated to Both Individual and Collaborative Learning (1996) (5)
Metamodeling in OO: OOPSLA'95 workshop summary (1995) (5)
Editorial Metadata in Electronic Music Distribution Systems: Between Universalism and Isolationism (2005) (4)
Without touch, without seeing. Children playing with the Continuator, a virtual musician. (2006) (4)
Editorial metadata in the Cuidado music browser: between universalism and isolationism (2003) (4)
1 Children ' s Interaction with a Musical Machine (2003) (4)
The MIR Perspective on the Evolution of Dynamics in Mainstream Music (2015) (4)
Closed-loop bird–computer interactions: a new method to study the role of bird calls (2011) (4)
Sampling Markov Models under Constraints: Complexity Results for Binary Equalities and Grammar Membership (2017) (3)
Second-order Statistics Are Less Important for Audio Textures than for Image Textures (2007) (3)
Eartoy : interactions ludiques par l'audition (2006) (3)
WHAT IS NEEDED TO BRIDGE THE GAP BETWEEN REAL BOOK AND REAL JAZZ PERFORMANCE ? (1995) (3)
Annotations for Real Time Music Spatialization (2002) (3)
Descriptor-Based Spatialization (2005) (3)
Music Content Management for EMD : What are the Issues ? 1 Content Management for Electronic Music Distribution : What Are the Issues ? (2001) (3)
Stimulating creative flow through computational feedback (2009) (3)
Is There a Relation Between the Syntax and the Fitness of an Audio Feature? (2010) (3)
Flowmachines: Cp Techniques to Model Style in Music and Text | Association for Constraint Programming Association for Constraint Programming (3)
Representing Medical Context Using Rule-Based Object-Oriented Programming Techniques (1995) (3)
A Language for Audiovisual Template Specification and Recognition (2000) (3)
Interactive reflexive musical systems (2006) (2)
Child / Computer interaction : Observation in classroom setting (2004) (2)
Constraint-Based Spatialization (1998) (2)
Metadata in the Cuidado Music Browser : Between Universalism and Autism (2003) (2)
Action Identity in Style Simulation Systems: Do Players Consider Machine-Generated Music As of Their Own Style? (2016) (2)
Generating all Possible Palindromes from Ngram Corpora (2015) (2)
The Creative Process in Lead Sheet Composition (2018) (2)
Embedded object-oriented production systems (OOPS): workshop report (1994) (2)
REGULARITY, DOCUMENT GENERATION, AND CYC (1995) (2)
The Symbolic vs . Numeric Controversy in Automatic Analysis of Music (2007) (2)
Direct and Inverse Inference in Music Databases: How to Make at Song Funk? (2008) (1)
Interactive reflexive musical systems for music education (2007) (1)
Smart Edition of MIDI Files (2019) (1)
Report on the NéOpus system experience (1994) (1)
Max Order: A Tale of Creativity (2015) (1)
Introduction to the Special Issue on Constraints for Multimedia Artistic Applications (2004) (1)
The Hifi of the Future : Toward new Modes of Music (2004) (1)
Proceedings of the Seventh International Conference on Computational Creativity, UPMC, Paris, France, June 27 - July 1, 2016. (2016) (1)
The children and the Continuator (2009) (1)
Challenge and Strategy (2019) (1)
SISO and SIMO Accompaniment Cancellation for Live Solo Recordings Based on Short-Time ERB-Band Wiener Filtering and Spectral Subtraction (2016) (1)
Patterns for metamodeling (2007) (1)
Constraints Satisfaction and Symbolic Reasoning for reactive control systems (1999) (1)
The comic strip game: observing the impact of implicit feedback in the content creation process (2015) (1)
Giant Steps in Jazz Practice with Social Virtual Band (2015) (1)
Decision-Based Transcription of Jazz Guitar Solos Using a Harmonic Bident Analysis Filter Bank and Spectral Distribution Weighting (2016) (1)
From Object-oriented Design to Visual Programming (1992) (1)
Pandeiro funk: experiments on rhythm-based interaction (2009) (1)
Meta 4 meaning (0)
A FRAMEWORK FOR EXPRESSING KNOWLEDGE ABOUT CONSTRAINT SATISFACTION PROBLEMS (2009) (0)
Technologies Beyond the Cybernetic Jam Fantasy : The Continuator (2003) (0)
Two approaches to distributing music on the Net—the hard way and the easy way—compete and complement each other in the quest for meaningful musical metadata. (2003) (0)
Sequence generation, which uses a formulation as Constraint Satisfaction Problem (1998) (0)
Maximum entropy models capture melodic styles (2017) (0)
Apparatus and method for incremental completion of sequences of music elements (2000) (0)
Creativity and Universality in Language Preface (2016) (0)
A Mixed 2 D / 3 D Inter face for Music Spatialization (1998) (0)
Introduction to the Volume (2016) (0)
Avoiding Plagiarism in Markov Sequence Generation Conference (2014) (0)
Extractor of rhythm characteristics (2000) (0)
Exploiting regularity in Cyc for text generation (1995) (0)
Music surround sound effect system and method (1998) (0)
Adapting Image Texture Co-occurrence Analysis for Audio Texture Similarity (2008) (0)
Chapter 5 Musical Virtuosity and Creativity (2012) (0)
Deep learning for music generation: challenges and directions (2018) (0)
Pandeiro funk: experiments on rhythm-based interaction (2009) (0)
ECME 2006 TOUCHED BY MUSICAL DISCOVERY. DISCIPLINARY AND CULTURAL PERSPECTIVES (2006) (0)
2 A Generic Architecture for Advisor Systems 2 . 1 EAIS for Individualized and Collaborative Learning (2008) (0)
CSLP-TR-0701 Statistical inference in large-scale multi-attribute Boolean databases : How to make a title rock ? (2007) (0)
Turing Tests for Music (2015) (0)
Towards Goal-aware Collaboration in Artistic Agent Societies (0)
A Combinatorial to Content-Based Selection (2000) (0)
Apparatus and method for generating a real time music accompaniment (2013) (0)
Analytical Features to Extract Harmonic or Rythmic Information (2007) (0)
CHILDREN'S STYLE INTERACTION WITH MUSICAL MACHINE (2003) (0)
Classi W cation of dog barks : a machine learning approach (2008) (0)
Two papers on Musical Knowledge Representation (1991) (0)
Improving music composition through peer feedback: experiment and preliminary results (2015) (0)
Discussion and Conclusion (2019) (0)
Interview with Francois Pachet (May 7, 2008) (2008) (0)
Chapter 8 Regularity , Document Generation , and Cyc (2008) (0)
LEADSHEETJS: A JAVASCRIPT LIBRARY FOR ONLINE LEAD (2015) (0)
CLAVIS - Un systeme de raisonnement temporel pour la classification de sequences audiovisuelles (2000) (0)
1 Description-Based Design of Melodies (2009) (0)
Constraints and Multimedia 1. Looking for New Combinatorial Problems 1.1 Constraints and Music (1999) (0)

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École des ponts ParisTech

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