2026
Rhythm Guitar Tablature Continuation Through Picking Pattern Generation
A. D’Hooge, K. Déguernel, L. Bigo
Transactions of the International Society for Music Information Retrieval, 9:1
<doi:10.5334/tismir.368> <hal:hal-05734252>
Modeling 53-TET Chord Progressions with a Microtonal GPT-2
D. Dalmazzo, K. Déguernel
Conference on AI Music Creativity
<doi:10.5281/zenodo.22281633> <hal:hal-05734362>
Audience Experience of Visual Augmentations for Human-AI Co-Improvisations
F. Berthaut, K. Déguernel, M. Giraud, B. Dang, M. Plichon, O. Capra
Conference on AI Music Creativity
<doi:10.5281/zenodo.22254183> <hal:hal-05734375>
OTIAC – Co-Improvising With a Musical Agent in a Feedback-Based Guitar Performance
C. Panariello, K. Déguernel
Conference on New Interface for Musical Expression
<doi:10.5281/zenodo.20784122> <hal:hal-05672968>
Music generative AI as a pharmakon
K. Déguernel, P. Ericson, B. Bacot
AI Music Studies Conference (preprint)
<hal:hal-05701035>
2025
Interacting with Annotated and Synchronized Music Corpora on the Dezrann Web Platform
C. Ballester, B. Bacot, L. Bigo, V. Borsan, L. Couturier, K. Déguernel, Q. Dinel, L. Feisthauer, K. Frieler, M. Gotham, R. Groult, J. Hentschel, A. D’Hooge, D.V.T. Le, F. Levé, F. Maccarini, I. Maričić, G. Micchi, M. Müller, A. Stamatiadis, T. Taffin, P. Thibaud, C. Weiß, R. Yang, E. Leguy, M. Giraud
Transactions of the International Society for Music Information Retrieval, 8:1
<doi:10.5334/tismir.212> <hal:hal-04956003>
Conditional Generation of Bass Guitar Tablature for Guitar Accompaniment in Western Popular Music
O. Anoufa, A. D’Hooge, K. Déguernel
Conference on AI Music Creativity
<doi:10.5281/zenodo.16946475> <hal:hal-05216640>
A Computer Application to Explore 53-Tone Equal Temperament Harmonies Through Modal Interchange
D. Dalmazzo, K. Déguernel, B. L. T. Sturm
Conference on New Interface for Musical Expression
<doi:10.5281/zenodo.15698843> <hal:hal-05072994>
2024
AI Music Studies: Preparing for the Coming Flood
B. L. T. Sturm, K. Déguernel, R. S. Huang, A.-K. Kaila, P. Jääskeläinen, E. Kanhov, L. Cros Vila, D. Dalmazzo, L. Casini, O. R. Bown, N. Collins, E. Drott, J. Sterne, A. Holzapfel, O. Ben-Tal
Conference on AI Music Creativity
<hal:hal-04703022>
Guitar chord diagram suggestion for Western popular music
A. D’Hooge, L. Bigo, K. Déguernel, N. Martin
Sound and Music Computing Conference
<doi:10.5281/zenodo.14336095> <hal:hal-04575300>
The Chordinator: Modeling Music Harmony By Implementing Transformer Networks and Token Strategies
D. Dalmazzo, K. Déguernel, B. L. T. Sturm
Artificial Intelligence in Music, Sound, Art and Design. EvoMUSART
<doi:10.1007/978-3-031-56992-0_4> <hal:hal-04465285>
ChromaFlow: Modeling and Generating Harmonic Progressions With a Transformer and Voicing Encoding
D. Dalmazzo, K. Déguernel, B. L. T. Sturm
MML@ECML/PKDD — Communications in Computer and Information Science
<doi:10.1007/978-3-032-25305-7_26> <hal:hal-04710950>
2023
Modeling Bends in Popular Music Guitar Tablatures
A. D’Hooge, L. Bigo, K. Déguernel
International Society for Music Information Retrieval Conference
<doi:10.5281/zenodo.10364630> <hal:hal-04142267>
Bias in Favour or Against Computational Creativity: A Survey and Reflection on the Importance of Socio-cultural Context in its Evaluation
K. Déguernel, B. L. T. Sturm
International Conference on Computational Creativity <hal:hal-04109783>
The Chordinator: Chord progression modeling and generation using transformers
D. Dalmazzo, K. Déguernel, B. L. T. Sturm
International Society for Music Information Retrieval Conference (Late breaking demo)
<hal:hal-04289026>
Emotion, Motion, and Abstract Notions: Insights in the role of imagination in professional musicians practices from semi-guided interviews
K. Déguernel, G. Cecchetti, S. A. Herff
International Conference on Music Perception and Cognition (Extended abstract)
<hal:hal-04142158>
2022
Personalizing AI for co-creative music composition, from melody to structure
K. Déguernel, M. Giraud, R. Groult, S. Gulluni
Sound and Music Computing Conference
<doi:10.5281/zenodo.6573286> <hal:hal-03618015>
Investigating the relationship between liking and belief in AI authorship in the context of Irish traditional music
K. Déguernel, B. L. T. Sturm, H. Maruri-Aguilar
CREAI Workshop on Artificial Intelligence and Creativity
<hal:hal-03849034>
2021
Music influences vividness and content of imagined journeys in a directed visual imagery task
S. A. Herff, L. Taruffi, G. Cecchetti, K. Déguernel
Scientific Reports, 11:15990
<doi:10.1038/s41598-021-95260-8> <hal:hal-03320935>
A modular tool for automatic SoundPainting query recognition and music generation in Max/MSP
A. Parmentier, K. Déguernel, C. Frei
Sound and Music Computing Conference
<doi:10.5281/zenodo.5054145> <hal:hal-03262673>
Empirical characterisation of the effect of music on imagination
S. A. Herff, L. Taruffi, G. Cecchetti, K. Déguernel
International Conference on Music Perception and Cognition (Extended abstract)
<hal:hal-03525830>
2020
Voice-leading schema recognition using rhythm and pitch features
C. Finkensiep, K. Déguernel, M. Neuwirth, M. Rohrmeier
International Society for Music Information Retrieval Conference
<hal:hal-02976443>
2019
Learning of hierarchical temporal structures for guided improvisation
K. Déguernel, E. Vincent, J. Nika, G. Assayag, K. Smaïli
Computer Music Journal, 43:2
<doi:10.1162/comj_a_00521> <hal:hal-02378273>
2018
Probabilistic factor oracles for multidimensional machine improvisation
K. Déguernel, E. Vincent, G. Assayag
Computer Music Journal, 42:2
<doi:10.1162/comj_a_00460> <hal:hal-01693750>
Interference reduction on full-length live recordings
D. Di Carlo, A. Liutkus, K. Déguernel
IEEE International Conference on Acoustics, Speech and Signal Processing
<doi:10.1109/ICASSP.2018.8462621> <hal:hal-01713889>
2017
DYCI2 agents: merging the “free”, “reactive” and “scenario-based” music generation paradigms
J. Nika, K. Déguernel, A. Chemla-Romeu-Santos, E. Vincent, G. Assayag
International Computer Music Conference
<hal:hal-01583089>
Generating equivalent chord progressions to enrich guided improvisation: application to Rhythm Changes
K. Déguernel, J. Nika, E. Vincent, G. Assayag
Sound and Music Computing Conference
<hal:hal-01528559>
Gaussian framework for interference reduction in live recordings
D. Di Carlo, K. Déguernel, A. Liutkus
Audio Engineering Society Conference on Semantic Audio <hal:hal-01515971>
2016
Using multidimensional sequences for improvisation in the OMax paradigm
K. Déguernel, E. Vincent, G. Assayag
Sound and Music Computing Conference
<doi:10.5281/zenodo.1400817> <hal:hal-01346797>
2014
Fragmentations with pitch, rhythm and parallelism constraints for variation matching
M. Giraud, K. Déguernel, E. Cambouropoulos (2014)
International Symposium on Computer Music Multidisciplinary Research
<doi:10.1007/978-3-319-12976-1_19> <hal:hal-00906462v2>