, Statut actuel : Chargé de recherche CNRS classe normale -recruté en 2009 par la commission interdisciplinaire (CID), p.44
, « Cognition, langage, traitement de l'information, systèmes naturels et artificiels » -rattaché en 2012 à la section 07 « Sciences de l'information » CNU : -section 27 « Informatique » -section 61 « Génie informatique, automatique et traitement du signal » Diplômes 2001 Master Informatique : « Accélération de la synthèse sonore » encadré par Sylvain Marchand
, Doctorat Informatique : « Modélisation long terme des signaux polyphoniques » dirigé par Myriam Desainte-Catherine
, Carrière 2001-2004 Doctorant Université Bordeaux 1 et Ingénieur de Recherche à France Télécom R&D Rennes TECH/IRIS (équipe codage et multimédia)
, Post-doctorant au sein de l'équipe Acoustique Audio et Ondes (Aao) Télécom ParisTech 2009-2013 Chercheur CNRS au sein de l'équipe Analyse / Synthèse Ircam (Umr 9912), Enseignant chercheur (ATER) au LaBRI (Université Bordeaux 1) 2005-2006 Enseignant chercheur (ATER) à l'Enseirb, p.2, 2004.
Road traffic sound level estimation from realistic urban sound mixtures by non-negative matrix factorization, Applied Acoustics, vol.143, pp.229-238, 2019. ,
Fourier at the heart of computer music : From harmonic sounds to texture. Comptes Rendus de Physique de l'Académie des Sciences, 2019. ,
Investigating soundscapes perception through acoustic scenes simulation, Behavior Research Methods, vol.2, issue.51, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01111782
Detection and Classification of Acoustic Scenes and Events : Outcome of the DCASE 2016 Challenge, IEEE/ACM Transactions on Audio, Speech and Language Processing, vol.26, issue.2, pp.379-393, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01650601
Efficient similarity-based data clustering by optimal object to cluster reallocation, PloS one, vol.13, issue.6, p.197450, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01123756
Polyphonic Sound Event Tracking using Linear Dynamical Systems, IEEE Transactions on Audio, Speech and Language Processing, vol.25, issue.6, pp.1266-1277, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01520194
Arnaud Can, and Catherine Lavandier. An Efficient Audio Coding Scheme for Quantitative and Qualitative Large Scale Acoustic Monitoring Using the Sensor Grid Approach, Sensors, vol.17, issue.12, p.2758, 2017. ,
A morphological model for simulating acoustic scenes and its application to sound event detection, Emmanouil Benetos, and Axel Roebel ,
URL : https://hal.archives-ouvertes.fr/hal-01111381
, IEEE/ACM Transactions on Audio, Speech and Language Processing, vol.24, issue.10, pp.1854-1864, 2016.
Semantic browsing of sound databases without keywords, Journal of the Audio Engineering Society, vol.64, issue.9, pp.628-635, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01300399
Classification of rainfall radar images using the scattering transform, Journal of Hydrology, 2016. ,
The bag-of-frames approach : A not so sufficient model for urban soundscapes, The Journal of the Acoustical Society of America, vol.138, issue.5, pp.487-492, 2015. ,
Detection and Classification of Acoustic Scenes and Events, IEEE Transactions on Multimedia, vol.17, issue.10, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01123760
Uncertainty-based learning of acoustic models from noisy data, Computer Speech & Language, vol.27, issue.3, pp.874-894, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00717992
Décompositions en éléments sonores et applications musicales, Traitement du Signal, vol.28, issue.6, pp.665-689, 2011. ,
Perceptual evaluation of rolling sound synthesis, Acta acustica united with Acustica, pp.840-851, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-01106645
Analysis / synthesis of sounds generated by sustained contact between rigid objects, IEEE Transactions on Audio Speech and Language Processing, pp.18-21, 2010. ,
Spectral similarity metrics for sound source formation based on the common variation cue, ACM Multimedia Tools and Applications Journal on Content-Based Multimedia Indexing, 2009. ,
URL : https://hal.archives-ouvertes.fr/hal-01132571
Explicit modeling of temporal dynamics within musical signals for acoustical unit similarity, Pattern Recognition Letters, 2009. ,
URL : https://hal.archives-ouvertes.fr/hal-00945198
Normalized Cuts for Predominant Melodic Source Separation, Speech and Language Processing, 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-01697331
Estimating the instantaneous frequency of sinusoidal components using phase-based methods, Journal of the Audio Engineering Society, 2007. ,
URL : https://hal.archives-ouvertes.fr/hal-00308193
Enhancing the tracking of partials for the sinusoidal modeling of polyphonic sounds, Speech and Language Processing, 2007. ,
URL : https://hal.archives-ouvertes.fr/hal-00308191
Long Interpolation of Audio Signals Using Linear Prediction in Sinusoidal Modeling, Journal of the Audio Engineering Society, vol.53, issue.10, pp.891-905, 2005. ,
URL : https://hal.archives-ouvertes.fr/hal-00308188
Towards perceptual soundscape characterization using event detection algorithms, Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01926241
Visualization of audio data using stacked graphs, 19th International Society for Music Information Retrieval Conference, 2018. ,
Extended playing techniques : the next milestone in musical instrument recognition, Proceedings of the 5th International Conference on Digital Libraries for Musicology, pp.1-10, 2018. ,
Creation of a corpus of realistic urban sound scenes with controlled acoustic properties, 173rd Meeting of the Acoustical Society of America and the 8th Forum Acusticum (Acoustics), vol.25, pp.1266-1277, 2017. ,
Sound Event Detection in Synthetic Audio : Analysis of the DCASE, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01635414
, Task Results, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2017.
Characterization of urban sound environments using a comprehensive approach combining open data, measurements, and modeling, Acoustics '17, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01630746
Detection of Overlapping Acoustic Events using a Temporally-Constrained Probabilistic Model, ICASSP, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01255074
Estimating traffic noise levels using acoustic monitoring : a preliminary study, DCASE 2016, Detection and Classification of Acoustic Scenes and Events, p.4, 2016. ,
Computational experiments in Science : Horse wrangling in the digital age, Research workshop on "Horses" in Applied Machine Learning, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01635373
Classification of rainfall radar images using the scattering transform, European Conference on Signal Processing (EUSIPCO), 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01164184
On automatic drum transcription using non-negative matrix deconvolution and itakura saito divergence, Proc of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.414-418, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01261256
Alternate Level Clustering for Drum Transcription, European Conference on Signal Processing (EUSIPCO), 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01122006
A new experimental approach for urban soundscape characterization based on sound manipulation ; a pilot study, International Symposium on Musical Acoustics (ISMA), 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01107153
Simscene : a web-based acoustic scenes simulator, First Web Audio Conference (WAC), 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01078098
Representing environmental sounds using the separable scattering transform, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2013. ,
Characterisation of acoustic scenes using a temporally-constrained shift-invariant model, International Conference on Digital Audio Effects, 2013. ,
Saliency-based modeling of acoustic scenes using sparse non-negative matrix factorization, International Workshop on Image and Audio Analysis for Multimedia Interactive Services (WIAMIS), 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00940075
Etiquetage automatique de l'audio : une approche de boosting régressif basée sur une fusion souple d'annotateurs, Coresa, 2013. ,
Etiquetage automatique de l'audio : une approche de boosting régressif basée sur une fusion souple d'annotateurs, International Workshop on Image and Audio Analysis for Multimedia Interactive Services (WIAMIS), 2013. ,
Detection and classification of acoustic scenes and events : an ieee aasp challenge, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-01123765
A database and challenge for acoustic scene classification and event detection, European Conference on Signal Processing, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-01123764
Nicolas Misdariis, and Arshia Cont. Sparse representations for modeling environmental acoustic scenes, application to train stations soundscapes, International Conference on Acoustics, 2012. ,
A regressive bossting approach to automatic audio tagging based on soft annotator fusion, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012. ,
Cluster aware normalization for enhancing audio similarity, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012. ,
Robust singer identification in polyphonic music using melody enhancement and uncertainty-based learning, Proceedings of the International Conference on Music Information Retrieval (ISMIR), 2012. ,
Multi-scale temporql fusion by boosting for music classification, Proceedings of the International Conference on Music Information Retrieval (ISMIR), 2011. ,
Adaptive nnormalization for enhancing music similarity, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-01132539
Gmmbased classification from noisy features, 1st Int. Workshop on Machine Listening in Multisource Environments (CHiME), 2011. ,
URL : https://hal.archives-ouvertes.fr/inria-00598742
Drum extraction from polyphonic music based on a spectro-temporal model of percussive sounds, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.381-384, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-01106710
Multimodal similarity between musical streams for cover version detection, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-01132553
Unsupervised accuracy improvement for cover song detection using spectral connectivity network, Proceedings of the International Conference on Music Information Retrieval (ISMIR), 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-01161246
The desam toolbox : Spectral analysis of musical audio, Proceedings of the Digital Audio Effects (DAFx) Conference, 2010. ,
Robust similarity metrics between audio signals based on asymmetrical spectral envelope matching, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2010. ,
Spectral similarity metrics for sound source formation based on the common variation cue, Seventh International Workshop on Content-Based Multimedia Indexing (CBMI), 2009. ,
URL : https://hal.archives-ouvertes.fr/hal-01132571
Meter Class Profile for Music Similarity and Retrieval, Proceedings of the International Conference on Music Information Retrieval, 2009. ,
Two-Step Modal Identification for Increased Resolution Analysis of Percussive Sounds, Proceedings of the Digital Audio Effects (DAFx) Conference, 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-01697496
A computationally efficient scheme for dominant harmonic source separation, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-01697506
Time-domain analysis / synthesis of the excitation signal in a source / filter model of contact sounds, Proceedings of the International Conference on Auditory Display (ICAD), 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-01697530
On the control of the phase of resonant filters with applications to percussive sound modelling, Proceedings of the Digital Audio Effects (DAFx) Conference, 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-01697491
Perceptual evaluation of a real-time synthesis technique for rolling sounds, 5th International Conference on Enactive Interfaces, 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-01697540
MarsyasX : Multimedia Dataflow Processing with Implicit Patching, ACM International Conference on Multimedia, 2008. ,
Interoperability and Marsyas Runtime, Proceedings of the International Computer Music Conference (ICMC), 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-01697498
A Hand Drumming Dataset for Physical Modelling, Proceedings of the International Computer Music Conference (ICMC), 2007. ,
Pedagogical Transcription for Multimodal Sitar Performance, Proceedings of the International Conference on Music Information Retrieval (ISMIR), 2007. ,
Sound source tracking and formation using normalized cuts, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2007. ,
Semi-Automatic Mono to Stereo Up-mixing using Sound Source Formation, Audio Engineering Society (AES), 2007. ,
Adaptive Harmonization and Pitch Correction of Polyphonic Audio using Spectral Clustering, Proceedings of the Digital Audio Effects (DAFx) Conference, 2007. ,
Polyphonic Instrument Recognition using Spectral Clustering, Proceedings of the International Conference on Music Information Retrieval (ISMIR), 2007. ,
Analysis of Saxophone Performance for Computer-Assisted Tutoring, Proceedings of the International Computer Music Conference (ICMC), 2007. ,
URL : https://hal.archives-ouvertes.fr/hal-00307933
OR-CHIVE : Digitizing and Analyzing Orca Vocalizations, Proceedings of the RIAO -Large-Scale Semantic Access to Content Conference, 2007. ,
Assessing the Quality of the Extraction and Tracking of Sinusoidal Components : Towards an Evaluation Methodology, Proceedings of the Digital Audio Effects (DAFx) Conference, 2006. ,
URL : https://hal.archives-ouvertes.fr/hal-00308186
Speaker segmentation of interviews using integrated video and audio change detections, Fifth International Workshop on Content-Based Multimedia Indexing (CBMI), 2006. ,
On the equivalence of phase-based methods for the estimation of instantaneous frequency, European Conference on Signal Processing, 2006. ,
URL : https://hal.archives-ouvertes.fr/hal-00308038
Evaluation of the Technical Level of Saxophone Performers by Considering the Evolution of Spectral Parameters of the Sound, Proceedings of the International Conference on Music Information Retrieval (ISMIR), 2006. ,
URL : https://hal.archives-ouvertes.fr/hal-00307932
A New Dissimilarity Metric For The Clustering Of Partials Using The Common Variation Cue, Proceedings of the International Computer Music Conference (ICMC), 2005. ,
URL : https://hal.archives-ouvertes.fr/hal-00308192
Improving Sinusoidal Frequency Estimation using a Trigonometrical Approach, Proceedings of the Digital Audio Effects (DAFx) Conference, 2005. ,
Improving the Tracking of Partials for the Sinusoidal Modeling of Polyphonic Sounds, IEEE International Conference on Acoustics, Speech and Signal Processing, vol.4, pp.241-244, 2005. ,
Partial Tracking Based on Future Trajectories Exploration, 116th Convention of the Audio Engineering Society, 2004. ,
URL : https://hal.archives-ouvertes.fr/hal-00308189
Using Linear Prediction to Enhance the Tracking of Partials, IEEE International Conference on Acoustics, Speech and Signal Processing, vol.4, pp.642-645, 2004. ,
URL : https://hal.archives-ouvertes.fr/hal-00308190
Enhanced Partial Tracking Using Linear Prediction, Proceedings of the Digital Audio Effects (DAFx) Conference, pp.141-146, 2003. ,
URL : https://hal.archives-ouvertes.fr/hal-00308184
Sinusoidal Parameter Extraction and Component Selection in a Non Stationary Model, Proceedings of the Digital Audio Effects (DAFx) Conference, pp.59-64, 2002. ,
URL : https://hal.archives-ouvertes.fr/hal-00308185
Real-Time Additive Synthesis of Sound by Taking Advantage of Psychoacoustics, Proceedings of the Digital Audio Effects (DAFx) Conference, pp.5-9, 2001. ,
URL : https://hal.archives-ouvertes.fr/hal-00308183
, Chapitre d'ouvrage
Modeling grouping cues for auditory scene analysis using a spectral clustering formulation, Machine Audition : Principles, Algorithms and Systems, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-01106542
Explanes : a framework facilitating computational experiments (gpl), 2014. ,
simscene : synthesis of sound scenes for the creation of evaluation corpora in audio event detection (gpl), 2013. ,
kaverages : efficient clustering algorithms for arbitrary similarity matrices (gpl) ,
Procédé de restauration de partiels d'un signal sonore, 2004. ,
Procédé de décision pour la restauration de partiels d'un signal sonore, dispositif et programme d'ordinateur pour sa mise en oeuvre, 2004. ,