PUBLICATIONS - FABIEN GOUYON

See my Google Scholar publication profile

(NB: Publications with different affiliations: CCRMA, IRCAM, Sony Computer Science Lab Paris, the Music Technology Group, the Austrian Research Institute for Artificial Intelligence and INESC Porto)

Journals

Madison G., Gouyon F., Ullén F., Hörnström K.
Modeling the tendency for music to induce movement in humans: First correlations with low-level audio descriptors across music genres
(pre-print version)
Journal of Experimental Psychology: Human Perception and Performance, 37(5), pp.1578-1594, 2011

Naveda L., Gouyon F., Leman M., Guedes C.
Microtiming patterns and interactions with musical properties in samba music
Journal of New Music Research, 40(3), pp.225-238, 2011

Marques G., Langlois T., Gouyon F., Lopes M., Sordo M.
Short-term feature space and Music Genre Classification
Journal of New Music Research, 40(2), pp.127-137, 2011

Lidy T., Silla C., Cornelis O., Gouyon F., Rauber A., Kaestner C., Koerich A.
On the Suitability of State-of-the-art Music Information Retrieval Methods for Analyzing, Categorizing and Accessing Non-Western and Ethnic Music Collections
(pre-print version)
Special Issue "Ethnic Music Audio Documents: From the Preservation to the Fruition"
Signal Processing, 90(4), pp.1032-1048, 2010

Widmer, G., Rocchesso, D., Välimäki, V., Erkut, C., Gouyon, F., Pressnitzer, D., Penttinen, H., Polotti, P., Volpe, G.
Sound and Music Computing: Research Trends and Some Key Issues
Special issue on "The Future of Sound and Music Computing"
Journal of New Music Research 36(3), pp.169-184, 2007

Gouyon, F. Widmer, G. Serra, X. Flexer, A.
Acoustic Cues to Beat Induction: A Machine Learning Perspective.
Music Perception 24(2), pp.181-194, 2006.

Gouyon, F. Klapuri, A. Dixon, S. Alonso, M. Tzanetakis, G. Uhle, C. Cano, P.
An experimental comparison of audio tempo induction algorithms.
IEEE Transactions on Audio, Speech and Language Processing 14(5), pp.1832-1844, 2006.

Gouyon, F. Dixon, S.
A review of automatic rhythm description systems.
Computer Music Journal 29(1), pp.34-54, 2005.

Gouyon, F. Meudic, B.
Towards Rhythmic Content Processing of Musical Signals: Fostering Complementary Approaches.
Journal of New Music Research 32(1), pp.41-64, 2003.

Books / Book Chapters / Participations in Books

Gouyon, F.
"Computational Rhythm Description"
VDM Verlag, 2008

ISBN 978-3836477697
Buy at Amazon

Gouyon, F. Herrera, P. Gómez, E. Cano, P. Bonada, J. Loscos, À. Amatriain, X. Serra, X.
"Content processing of music audio signals"
In "Sound to sense, sense to sound: A state-of-the-art in Sound and Music Computing," Polotti P. and Roccheso D. (eds). Logos Verlag, Berlin GmbH, 2008

ISBN 978-3-8325-1600-0 [abstract].
Buy at Logos Verlag

Bernardini N., Serra X., Leman M., Widmer G., de Poli G., Bresin R., Välimäki V., Roccheso D., de Cheveigné A., Pressnitzer D., Camurri A., Bigand E., Avanzini F., Cirotteau D., Erkut C., Göbl W., Gouyon F., Lalitte P., Penttinen H., Polotti P., Typke R., Volpe G.
"Roadmap for Sound and Music Computing" (also here).
Creative Commons BY 2.5 licence, Copyleft 2007.

ISBN 978-9-08-118961-3 [abstract]

Refereed Conference Proceedings

Marques G., Domingues M., Langlois T., Gouyon F.
Three Current Issues in Music Autotagging.
International Society for Music Information Retrieval (ISMIR) Conference, Miami, 2011.

Costa Y., Oliveira L., Koerich A., Gouyon F.
Classificação de Gêneros Musicais por Texturas no Espaço de Frequência .
XXXVIII Seminário Integrado de Software e Hardware, Congresso da Sociedade Brasileira de Computação, Natal, 2011.

Sousa P., Oliveira J., Reis L. P., Gouyon F.
Humanized Robot Dancing: Humanoid Motion Retargeting based in a Metrical Representation of Human Dance Styles.
Portuguese Conference on Artificial Intelligence (EPIA), Lisboa, 2011.

Costa Y., Oliveira L., Koerich A., Gouyon F.
Music Genre Recognition Using Spectrograms.
International Conference on Systems, Signals and Image Processing (IWSSIP), Sarajevo, 2011.

Oliveira J., Naveda L., Gouyon F., Leman M., Reis L.
Synthesis of Dancing Motions Based on a Compact Topological Representation of Dance Styles.
Workshop on Robots and Musical Expressions, IEEE/RSJ International Conference on Intelligent Robots and Systems, Taipei, 2010.

Sordo M., Gouyon F., Sarmento L.
A Method for Obtaining Semantic Facets of Music Tags.
Workshop on Music Recommendation and Discovery, ACM Conference on Recommender Systems, Barcelona, 2010.

Oliveira J., Gouyon F., Martins L., Reis L.
IBT: A Real-Time Tempo and Beat Tracking System.
International Society for Music Information Retrieval (ISMIR) Conference, Utrecht, 2010.

Marques G., Lopes M., Sordo M., Langlois T., Gouyon F.
Additional evidence that common low-level features of individual audio frames are not representative of music genres.
Sound and Music Computing Conference, Barcelona, 2010.

Lopes M., Gouyon F., Koerich A., Oliveira L.
Selection of Training Instances for Music Genre Classification.
International Conference on Pattern Recognition, Istambul, 2010.

Baltazar A., Guedes C. , Pennycook B., Gouyon F.
A Real-Time Human Body Skeletonization Algorithm For MAX/MSP/JITTER.
International Computer Music Conference, NY, 2010.

SBCM 2009 BEST PAPER AWARD
Naveda L., Gouyon F., Guedes C., Leman M.
Multidimensional microtiming in Samba music.
Brazilian Symposium on Computer Music, Recife, 2009.

Madison G., Gouyon F., Ullén F.
Musical Groove is Correlated With Properties of the Audio Signal as Revealed by Computational Modelling, Depending on Musical Style.
Sound and Music Computing Conference, Porto, 2009.

Sarmento L., Gouyon F., Oliveira E.
Music Artist Tag Propagation with Wikipedia abstracts.
Workshop on Information Retrieval over Social Networks, European Conference on Information Retrieval, Toulouse, 2009.

Sarmento L., Gouyon F., Costa B., Oliveira E.
Visualizing Networks of Music Artists with RAMA.
International Conference on Web Information Systems and Technologies, Lisbon, 2009.

Costa B., Gouyon F., Sarmento L.
A Prototype for Visualizing Music Artist Networks.
International Conference on Digital Arts, Porto, 2008.

Oliveira J., Gouyon F., Reis L.
Towards an Interactive Framework for Robot Dancing Applications.
International Conference on Digital Arts, Porto, 2008.

Oliveira J., Gouyon F., Reis L.
Robot Dance based on Online Automatic Rhythmic Perception.
3rd International Workshop on Intelligent Robotics (IROBOT 2008), held at IBERAMIA 2008, Lisbon, 2008.

Penha R., Rodrigues P., Gouyon F., Martins G., Guedes C., Barbosa A.
Digitópia - Platform for the Development of Digital Music Communities
Conference on the Digital Resources for the Humanities and Arts, Cambridge, 2008.

Penha R., Rodrigues P., Gouyon F., Martins L., Guedes C., Barbosa A.
Studio Report: Digitópia at Casa da Música.
International Computer Music Conference, Belfast, 2008.

Gouyon F.
Microtiming in "Samba de Roda" - Preliminary experiments with polyphonic audio.
Brazilian Symposium on Computer Music, Sao Paulo, 2007.

Gouyon F., Dixon S., Widmer G.
Evaluating low-level features for beat classification and tracking.
IEEE International Conference on Acoustics, Speech, and Signal Processing, 2007.

Flexer A., Gouyon F., Dixon S., Widmer G.
Probabilistic Combination of Features for Music Classification.
7th International Conference on Music Information Retrieval, 2006.

Cano, P. Koppenberger, M. Wack, N. G. Mahedero, J. Masip, J. Celma, O. Garcia, D. Gómez, E. Gouyon, F. Guaus, E. Herrera, P. Massaguer, J. Ong, B. Ramírez, M. Streich, S. Serra, X.
An Industrial-Strength Content-based Music Recommendation System.
28th Annual International ACM SIGIR Conference, 2005.

Cano, P. Koppenberger, M. Wack, N. G. Mahedero, J. Aussenac, T. Marxer, R. Masip, J. Celma, O. Garcia, D. Gómez, E. Gouyon, F. Guaus, E. Herrera, P. Massaguer, J. Ong, B. Ramírez, M. Streich, S. Serra, X.
Content-based Music Audio Recommendation.
ACM Multimedia, 2005.

Mahedero, J. P. Cano, P. Martinez, A. Gouyon, F. Koppenberger, M.
Natural language processing of lyrics.
ACM Multimedia, 2005.

Herrera, P. Celma, O. Massaguer, J. Cano, P. Gómez, E. Gouyon, F. Koppenberger, M. Garcia, D. G. Mahedero, J. Wack, N.
Mucosa: a music content semantic annotator.
6th International Conference on Music Information Retrieval, 2005.

Gouyon, F. Dixon, S. Pampalk, E. Widmer, G.
Evaluating rhythmic descriptors for musical genre classification.
Proceedings of 25th International AES Conference, 2004.

Gouyon, F. Dixon, S.
Dance music classification: A tempo-based approach.
Fifth International Conference on Music Information Retrieval, 2004.

Gouyon, F. Wack, N. Dixon, S.
An open source tool for semi-automatic rhythmic annotation.
7th International Conference on Digital Audio Effects, 2004.

Dixon, S. Gouyon, F. Widmer, G.
Towards Characterisation of Music via Rhythmic Patterns.
Fifth International Conference on Music Information Retrieval, 2004.

Sandvold, V. Gouyon, F. Herrera, P.
Percussion classification in polyphonic audio recordings using localized sound models.
Fifth International Conference on Music Information Retrieval, 2004.

Celma, O. Gómez, E. Janer, J. Gouyon, F. Herrera, P. Garcia, D.
Tools for Content-Based Retrieval and Transformation of Audio Using MPEG-7: The SPOffline and the MDTools. 25th International AES Conference, 2004.

Herrera, P. Sandvold, V. Gouyon, F.
Percussion-related Semantic Descriptors of Music Audio Files.
25th International AES Conference, 2004.

Cano, P. Koppenberger, M. Ferradans, S. Martinez, A. Gouyon, F. Sandvold, V. Tarasov, V. Wack, N.
MTG-DB: A Repository for Music Audio Processing.
4th International Conference on Web Delivering of Music, 2004.

Cano, P. Fabig, L. Gouyon, F. Koppenberger, M. Loscos, A. Barbosa, A.
Semi-Automatic Ambiance Generation.
7th International Conference on Digital Audio Effects, 2004.

Gouyon, F. Fabig, L. Bonada, J.
Rhythmic expressiveness transformations of audio recordings: swing modifications.
6th International Conference on Digital Audio Effects, 2003.

Gouyon, F. Herrera, P.
Determination of the Meter of musical audio signals: Seeking recurrences in beat segment descriptors.
Audio Engineering Society, 114th Convention, 2003.

Gouyon, F. Herrera, P.
A beat induction method for musical audio signals.
4th WIAMIS-Special session on Audio Segmentation and Digital Music, 2003.

Gómez, E. Gouyon, F. Herrera, P. Amatriain, X.
MPEG-7 for Content-based Music Processing.
4th WIAMIS-Special session on Audio Segmentation and Digital Music, 2003.

Gómez, E. Gouyon, F. Herrera, P. Amatriain, X.
Using and enhancing the current MPEG-7 standard for a music content processing tool.
Audio Engineering Society, 114th Convention, 2003.

Herrera, P. Dehamel, A. Gouyon, F.
Automatic Labeling of Unpitched Percussion Sounds.
Audio Engineering Society, 114th Convention, 2003.

Gouyon, F. Herrera, P. Cano, P.
Pulse-dependent analyses of percussive music.
AES 22nd International Conference on Virtual, Synthetic and Entertainment Audio, 2002.

Herrera, P. Yeterian, A. Gouyon, F.
Automatic classification of drum sounds: a comparison of feature selection methods and classification techniques.
Second International Conference on Music and Artificial Intelligence, 2002.

Cano, P. Kaltenbrunner, M. Gouyon, F. Batlle, E.
On the use of Fastmap for audio information retrieval and browsing.
3rd International Conference on Music Information Retrieval, 2002.

Zils, A. Pachet, F. Delerue, O. Gouyon, F.
Automatic Extraction of Drum Tracks from Polyphonic Music Signals.
International Conference on Web Delivering of Music, 2002.

Gouyon, F. Herrera, P.
Exploration of techniques for automatic labeling of audio drum tracks instruments.
MOSART Workshop on Current Research Directions in Computer Music, 2001.

Gouyon, F. Pachet, F. Delerue, O.
On the use of zero-crossing rate for an application of classification of percussive sounds.
Third Conference on Digital Audio Effects, 2000.

Thornburg, H. Gouyon, F.
A Flexible Analysis/Synthesis Method for Transients.
International Computer Music Conference, 2000.

Other oral conference presentations

Gouyon F., Cruz N., Sarmento L.
A Last.fm and YouTube Mash-up for Music Browsing and Playlist Edition
Late-Breaking Demo Session, International Conference on Music Information Retrieval, 2011.

Naveda L., Gouyon F., Leman M.
Modeling Musical Structure from the Audience: Emergent Rhythmic Models from Spontaneous Vocalizations in Samba Culture
International Conference on Music Perception and Cognition, Seattle, 2010.
[abstract].

Costa D., Gouyon F., Sarmento L.
RAMA: An Interactive Artist Network Visualization Tool
Late-Breaking Demo Session, International Conference on Music Information Retrieval, 2009.

Gouyon, F. Dixon S.
Tutorial on Computational Rhythm Description.
International Conference on Music Information Retrieval, 2006.

Madison, G. Gouyon, F.
Groove and swing in music: rating consistency, structural properties and functional roles.
Interdisciplinary Conference on Rhythm, Time and Temporal Organisation, University of Edinburgh, 2006.

Gouyon, F. Widmer, G. Serra, X.
Acoustic Cues to Beat Induction: A Machine Learning Perspective.
10th Rhythm Perception and Production Workshop, 2005.

Gouyon, F. Dixon, S.
Influence of input features in perceptual tempo induction.
International Conference on Music Information Retrieval, 2005.

Gouyon, F. Herrera, P. Cano, P.
Pulse-dependent analyses of percussive music.
IEEE International Conference on Acoustics, Speech and Signal Processing, 2002.

Pachet, F. Delerue, O. Gouyon, F.
Automatic Extraction of Rhythmic Structure From Music.
Sony Research Forum, Tokyo, Japan, 2000.

Theses and academic reports

Gouyon, F.
A computational approach to rhythm description --- Audio features for the computation of rhythm periodicity functions and their use in tempo induction and music content processing.
Ph.D. Dissertation, Universitat Pompeu Fabra, Barcelona, 2005. [abstract, webpage] ISBN: 84-689-7256-8
Supervision: Xavier Serra and Gerhard Widmer

Gouyon, F.
Towards Automatic Rhythm Description of Musical Audio Signals. Representations, Computational Models and Applications.
Doctoral Pre-Thesis Work, Universitat Pompeu Fabra, Barcelona, 2003.
Supervision: Xavier Serra

Gouyon, F.
Extraction de descripteurs rythmiques dans des extraits de musiques populaires polyphoniques.
DEA ATIAM thesis, IRCAM, Paris / Université Aix-Marseille II, 2000.
Supervision: François Pachet

Gouyon, F.
Detection and Modeling of transient regions in musical signals.
Report CCRMA, Stanford University / DEA SIC thesis, ENSEEIHT Toulouse, 1999.
Supervision: Julius O. Smith III, Francis Castanié and Yannick Deville

Gouyon, F.
Extraction de hauteur perçue dans les enregistrements musicaux numeriques.
Master Thesis internal report IRIT Paul Sabatier University. Toulouse, France, 1998.
Supervision: Régine André-Obecht

Technical reports

Cano, P. Gómez, E. Gouyon, F. Herrera, P. Koppenberger, M. Ong, B. Serra, X. Streich, S. Wack, N.
ISMIR 2004 Audio Description Contest.
MTG Technical Report MTG-TR-2006-02 (under the Creative Commons Attribution-NonCommercial-NoDerivs 2.5 licence), 2006.

Invited talks

See here