Fabien Gouyon

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 13

Top Topics

Supervised And Unsupervised Learning

Texture Descriptors

Human Behaviour

Top Venues

Publications

Andres Ferraro, Jaehun Kim, Sergio Oramas, Andreas F. Ehmann, Fabien Gouyon
Contrastive Learning for Cross-Modal Artist Retrieval. ISMIR (2023)
Andres Ferraro, Jaehun Kim, Sergio Oramas, Andreas F. Ehmann, Fabien Gouyon
Contrastive Learning for Cross-modal Artist Retrieval. CoRR (2023)
Andres Ferraro, Peter Knees, Massimo Quadrana, Tao Ye, Fabien Gouyon
MuRS: Music Recommender Systems Workshop. RecSys (2023)
Matthew C. McCallum, Filip Korzeniowski, Sergio Oramas, Fabien Gouyon, Andreas F. Ehmann
Supervised and Unsupervised Learning of Audio Representations for Music Understanding. ISMIR (2022)
Matthew C. McCallum, Filip Korzeniowski, Sergio Oramas, Fabien Gouyon, Andreas F. Ehmann
Supervised and Unsupervised Learning of Audio Representations for Music Understanding. CoRR (2022)
Filip Korzeniowski, Sergio Oramas, Fabien Gouyon
Artist Similarity for Everyone: A Graph Neural Network Approach. Trans. Int. Soc. Music. Inf. Retr. 5 (1) (2022)
Sergio Oramas, Massimo Quadrana, Fabien Gouyon
Bootstrapping a Music Voice Assistant with Weak Supervision. NAACL-HLT (Industry Papers) (2021)
Filip Korzeniowski, Sergio Oramas, Fabien Gouyon
Artist Similarity with Graph Neural Networks. CoRR (2021)
Filip Korzeniowski, Sergio Oramas, Fabien Gouyon
Artist Similarity Using Graph Neural Networks. ISMIR (2021)
Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra
Multimodal Metric Learning for Tag-Based Music Retrieval. ICASSP (2021)
Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra
Multimodal Metric Learning for Tag-based Music Retrieval. CoRR (2020)
Emilia Gómez, Carlos Castillo, Vicky Charisi, Verónica Dahl, Gustavo Deco, Blagoj Delipetrev, Nicole Dewandre, Miguel Ángel González Ballester, Fabien Gouyon, José Hernández-Orallo, Perfecto Herrera, Anders Jonsson, Ansgar Koene, Martha A. Larson, Ramón López de Mántaras, Bertin Martens, Marius Miron, Rubén Moreno-Bote, Nuria Oliver, Antonio Puertas Gallardo, Heike Schweitzer, Núria Sebastián, Xavier Serra, Joan Serrà, Songül Tolan, Karina Vold
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour. CoRR (2018)
Markus Schedl, Peter Knees, Fabien Gouyon
New Paths in Music Recommender Systems Research. RecSys (2017)
Matthew Prockup, Andreas F. Ehmann, Fabien Gouyon, Erik M. Schmidt, Òscar Celma, Youngmoo E. Kim
Modeling Genre with the Music Genome Project: Comparing Human-Labeled Attributes and Audio Features. ISMIR (2015)
João Lobato Oliveira, Gökhan Ince, Keisuke Nakamura, Kazuhiro Nakadai, Hiroshi G. Okuno, Fabien Gouyon, Luís Paulo Reis
Beat Tracking for Interactive Dancing Robots. Int. J. Humanoid Robotics 12 (4) (2015)
Matthew Prockup, Andreas F. Ehmann, Fabien Gouyon, Erik M. Schmidt, Youngmoo E. Kim
Modeling musical rhythmatscale with the music Genome project. WASPAA (2015)
João Lobato Oliveira, Keisuke Nakamura, Thibault Langlois, Fabien Gouyon, Kazuhiro Nakadai, Angelica Lim, Luís Paulo Reis, Hiroshi G. Okuno
Making a robot dance to diverse musical genre in noisy environments. IROS (2014)
Matthew E. P. Davies, Adam M. Stark, Fabien Gouyon, Masataka Goto
Improvasher: A Real-Time Mashup System for Live Musical Input. NIME (2014)
Fabien Gouyon, Bob L. Sturm, João Lobato Oliveira, Nuno Hespanhol, Thibault Langlois
On Evaluation Validity in Music Autotagging. CoRR (2014)
Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon
Music Genre Recognition Using Gabor Filters and LPQ Texture Descriptors. CIARP (2) (2013)
Bob L. Sturm, Fabien Gouyon
Revisiting Inter-Genre Similarity. IEEE Signal Process. Lett. 20 (11) (2013)
Marius Miron, Matthew E. P. Davies, Fabien Gouyon
An open-source drum transcription system for Pure Data and Max MSP. ICASSP (2013)
Marcos Aurélio Domingues, Fabien Gouyon, Alípio Mário Jorge, José Paulo Leal, João Vinagre, Luís Lemos, Mohamed Sordo
Combining usage and content in an online recommendation system for music in the Long Tail. Int. J. Multim. Inf. Retr. 2 (1) (2013)
Perfecto Herrera-Boyer, Fabien Gouyon
MIRrors: Music Information Research reflects on its future - Special issue foreword. J. Intell. Inf. Syst. 41 (3) (2013)
João Lobato Oliveira, Luiz Naveda, Fabien Gouyon, Luís Paulo Reis, Paulo Sousa, Marc Leman
A parameterizable spatiotemporal representation of popular dance styles for humanoid dancing characters. EURASIP J. Audio Speech Music. Process. 2012 (2012)
José Ricardo Zapata, Andre Holzapfel, Matthew E. P. Davies, João Lobato Oliveira, Fabien Gouyon
Assigning a Confidence Threshold on Automatic Beat Annotation in Large Datasets. ISMIR (2012)
João Lobato Oliveira, Gökhan Ince, Keisuke Nakamura, Kazuhiro Nakadai, Hiroshi G. Okuno, Luís Paulo Reis, Fabien Gouyon
Live assessment of beat tracking for robot audition. IROS (2012)
Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon
Comparing textural features for music genre classification. IJCNN (2012)
Andre Holzapfel, Matthew E. P. Davies, José Ricardo Zapata, João Lobato Oliveira, Fabien Gouyon
On the automatic identification of difficult examples for beat tracking: Towards building new evaluation datasets. ICASSP (2012)
Catarina B. Santiago, João Lobato Oliveira, Luís Paulo Reis, Armando Sousa, Fabien Gouyon
Overcoming Motor-Rate Limitations in Online Synchronized Robot Dancing. Int. J. Comput. Intell. Syst. 5 (4) (2012)
João Lobato Oliveira, Gökhan Ince, Keisuke Nakamura, Kazuhiro Nakadai, Hiroshi G. Okuno, Luís Paulo Reis, Fabien Gouyon
An active audition framework for auditory-driven HRI: Application to interactive robot dancing. RO-MAN (2012)
João Lobato Oliveira, Matthew E. P. Davies, Fabien Gouyon, Luís Paulo Reis
Beat Tracking for Multiple Applications: A Multi-Agent System Architecture With State Recovery. IEEE Trans. Speech Audio Process. 20 (10) (2012)
Yandre M. G. Costa, Luiz E. Soares de Oliveira, Alessandro L. Koerich, Fabien Gouyon, J. G. Martins
Music genre classification using LBP textural features. Signal Process. 92 (11) (2012)
Andre Holzapfel, Matthew E. P. Davies, José Ricardo Zapata, João Lobato Oliveira, Fabien Gouyon
Selective Sampling for Beat Tracking Evaluation. IEEE Trans. Speech Audio Process. 20 (9) (2012)
Marcos Aurélio Domingues, Fabien Gouyon, Alípio Mário Jorge, José Paulo Leal, João Vinagre, Luís Lemos, Mohamed Sordo
Combining usage and content in an online music recommendation system for music in the long-tail. WWW (Companion Volume) (2012)
Paulo Sousa, João Lobato Oliveira, Luís Paulo Reis, Fabien Gouyon
Humanized Robot Dancing: Humanoid Motion Retargeting Based in a Metrical Representation of Human Dance Styles. EPIA (2011)
Gonçalo Marques, Marcos Aurélio Domingues, Thibault Langlois, Fabien Gouyon
Three Current Issues In Music Autotagging. ISMIR (2011)
Andre Baltazar, Carlos Guedes, Bruce W. Pennycook, Fabien Gouyon
A Real-Time Human Body Skeletonization Algorithm For Max/Msp/Jitter. ICMC (2010)
João Lobato Oliveira, Fabien Gouyon, Luis Gustavo Martins, Luís Paulo Reis
IBT: A Real-time Tempo and Beat Tracking System. ISMIR (2010)
Thomas Lidy, Carlos Nascimento Silla Jr., Olmo Cornelis, Fabien Gouyon, Andreas Rauber, Celso A. A. Kaestner, Alessandro L. Koerich
On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-Western and ethnic music collections. Signal Process. 90 (4) (2010)
Miguel Lopes, Fabien Gouyon, Alessandro L. Koerich, Luiz E. Soares de Oliveira
Selection of Training Instances for Music Genre Classification. ICPR (2010)
Luís Sarmento, Fabien Gouyon, Bruno G. Costa, Eugénio C. Oliveira
Visualizing Networks of Music Artists with RAMA. WEBIST (2009)
Rui Penha, Paulo Maria Rodrigues, Fabien Gouyon, Luis Gustavo Martins, Carlos Guedes, Álvaro Barbosa
Studio Report: Digitópia at Casa da Música. ICMC (2008)
Fabien Gouyon, Simon Dixon, Gerhard Widmer
Evaluating Low-Level Features for Beat Classification and Tracking. ICASSP (4) (2007)
Fabien Gouyon, Anssi Klapuri, Simon Dixon, M. Alonso, George Tzanetakis, C. Uhle, Pedro Cano
An experimental comparison of audio tempo induction algorithms. IEEE Trans. Speech Audio Process. 14 (5) (2006)
Arthur Flexer, Fabien Gouyon, Simon Dixon, Gerhard Widmer
Probabilistic Combination of Features for Music Classification. ISMIR (2006)
Jose P. G. Mahedero, Alvaro Martinez, Pedro Cano, Markus Koppenberger, Fabien Gouyon
Natural language processing of lyrics. ACM Multimedia (2005)
Perfecto Herrera, Òscar Celma, Jordi Massaguer, Pedro Cano, Emilia Gómez, Fabien Gouyon, Markus Koppenberger
MUCOSA: A Music Content Semantic Annotator. ISMIR (2005)
Fabien Gouyon, Simon Dixon
A Review of Automatic Rhythm Description Systems. Comput. Music. J. 29 (1) (2005)
Pedro Cano, Markus Koppenberger, Sira Ferradans, Alvaro Martinez, Fabien Gouyon, Vegard Sandvold, Vadim Tarasov, Nicolas Wack
MTG-DB: A Repository for Music Audio Processing. WEDELMUSIC (2004)
Vegard Sandvold, Fabien Gouyon, Perfecto Herrera
Drum sound classification in polyphonic audio recordings using localized sound models. ISMIR (2004)
Fabien Gouyon, Simon Dixon
Dance music classification: A tempo-based approach. ISMIR (2004)
Simon Dixon, Fabien Gouyon, Gerhard Widmer
Towards Characterisation of Music via Rhythmic Patterns. ISMIR (2004)
Perfecto Herrera, Alexandre Yeterian, Fabien Gouyon
Automatic Classification of Drum Sounds: A Comparison of Feature Selection Methods and Classification Techniques. ICMAI (2002)
Aymeric Zils, François Pachet, Olivier Delerue, Fabien Gouyon
Automatic Extraction of Drum Tracks from Polyphonic Music Signals. WEDELMUSIC (2002)
Pedro Cano, Martin Kaltenbrunner, Fabien Gouyon, Eloi Batlle
On the use of FastMap for Audio Retrieval and Browsing. ISMIR (2002)
Fabien Gouyon, Perfecto Herrera, Pedro Cano
Pulse-dependent analyses of percussive music. ICASSP (2002)
Harvey D. Thornburg, Fabien Gouyon
A Flexible Analysis-Synthesis Method for Transients. ICMC (2000)