, 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.

A. Jean-rémy-gloaguen, . Can, J. Mathieu-lagrange, and . Petiot, Road traffic sound level estimation from realistic urban sound mixtures by non-negative matrix factorization, Applied Acoustics, vol.143, pp.229-238, 2019.

J. Vincent-lostanlen, M. Andén, and . Lagrange, Fourier at the heart of computer music : From harmonic sounds to texture. Comptes Rendus de Physique de l'Académie des Sciences, 2019.

G. Lafay, M. Rossignol, N. Misdariis, M. Lagrange, and J. Petiot, Investigating soundscapes perception through acoustic scenes simulation, Behavior Research Methods, vol.2, issue.51, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01111782

A. Mesaros, T. Heittola, E. Benetos, P. Foster, T. Mathieu-lagrange et al., 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

M. Rossignol, M. Lagrange, and A. Cont, 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

E. Benetos, G. Lafay, M. Lagrange, and M. D. Plumbley, 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

F. Gontier, M. Lagrange, and P. Aumond, 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.

G. Lafay, M. Lagrange, and M. Rossignol, 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.

G. Lafay, N. Misdariis, M. Lagrange, and M. Rossignol, 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

H. Mathieu-lagrange, I. Andrieu, G. Emmanuel, and . Busquets, Classification of rainfall radar images using the scattering transform, Journal of Hydrology, 2016.

G. Mathieu-lagrange, B. Lafay, J. Défréville, and . Aucouturier, 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.

D. Stowell, D. Giannoulis, E. Benetos, M. Lagrange, and M. D. Plumbley, 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

A. Ozerov, E. Mathieu-lagrange, and . Vincent, 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

R. Mathieu-lagrange, B. Badeau, N. David, O. Bertin, S. Derrien et al., Décompositions en éléments sonores et applications musicales, Traitement du Signal, vol.28, issue.6, pp.665-689, 2011.

E. Murphy, M. Lagrange, G. Scavone, P. Depalle, and C. Guastavino, Perceptual evaluation of rolling sound synthesis, Acta acustica united with Acustica, pp.840-851, 2011.
URL : https://hal.archives-ouvertes.fr/hal-01106645

G. Mathieu-lagrange, P. Scavone, and . Depalle, Analysis / synthesis of sounds generated by sustained contact between rigid objects, IEEE Transactions on Audio Speech and Language Processing, pp.18-21, 2010.

M. Lagrange and M. Raspaud, 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

M. Lagrange, M. Raspaud, R. Badeau, and G. Richard, Explicit modeling of temporal dynamics within musical signals for acoustical unit similarity, Pattern Recognition Letters, 2009.
URL : https://hal.archives-ouvertes.fr/hal-00945198

M. Lagrange, L. G. Martins, J. Murdoch, and G. Tzanetakis, Normalized Cuts for Predominant Melodic Source Separation, Speech and Language Processing, 2008.
URL : https://hal.archives-ouvertes.fr/hal-01697331

M. Lagrange and S. Marchand, 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

M. Lagrange, S. Marchand, and J. B. Rault, 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

M. Lagrange, S. Marchand, and J. Rault, 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

F. Gontier, P. Aumond, M. Lagrange, C. Lavandier, and J. Petiot, 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

M. Mathieu-lagrange, G. Rossignol, and . Lafay, Visualization of audio data using stacked graphs, 19th International Society for Music Information Retrieval Conference, 2018.

J. Vincent-lostanlen, M. Andén, and . Lagrange, 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.

A. Jean-rémy-gloaguen, . Can, J. Mathieu-lagrange, and . Petiot, 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.

G. Lafay, E. Benetos, and M. Lagrange, 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.

J. Picaut, A. Can, J. Ardouin, P. Crepeaux, T. Dhome et al., 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

E. Benetos, G. Lafay, M. Lagrange, and M. D. Plumbley, Detection of Overlapping Acoustic Events using a Temporally-Constrained Probabilistic Model, ICASSP, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01255074

A. Jean-rémy-gloaguen, . Can, J. Mathieu-lagrange, and . Petiot, Estimating traffic noise levels using acoustic monitoring : a preliminary study, DCASE 2016, Detection and Classification of Acoustic Scenes and Events, p.4, 2016.

M. Lagrange and M. Rossignol, 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

G. Busquets, M. Lagrange, I. Emmanuel, and H. Andrieu, Classification of rainfall radar images using the scattering transform, European Conference on Signal Processing (EUSIPCO), 2015.
URL : https://hal.archives-ouvertes.fr/hal-01164184

A. Roebel, J. Pons-puig, M. Liuni, and M. Lagrange, 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

M. Rossignol, M. Lagrange, G. Lafay, and E. Benetos, Alternate Level Clustering for Drum Transcription, European Conference on Signal Processing (EUSIPCO), 2015.
URL : https://hal.archives-ouvertes.fr/hal-01122006

G. Lafay, M. Rossignol, N. Misdariis, M. Lagrange, and J. Petiot, 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

M. Rossignol, G. Lafay, M. Lagrange, and N. Misdariis, Simscene : a web-based acoustic scenes simulator, First Web Audio Conference (WAC), 2014.
URL : https://hal.archives-ouvertes.fr/hal-01078098

C. Baugé, J. Mathieu-lagrange, S. Andén, and . Mallat, Representing environmental sounds using the separable scattering transform, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2013.

E. Benetos, S. Mathieu-lagrange, and . Dixon, Characterisation of acoustic scenes using a temporally-constrained shift-invariant model, International Conference on Digital Audio Effects, 2013.

B. Cauchi, M. Lagrange, N. Misdariis, and A. Cont, 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

R. Foucard, S. Essid, M. Lagrange, and G. Richard, Etiquetage automatique de l'audio : une approche de boosting régressif basée sur une fusion souple d'annotateurs, Coresa, 2013.

R. Foucard, S. Essid, M. Lagrange, and G. Richard, 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.

D. Giannoulis, E. Benetos, D. Stowell, M. Rossignol, M. Lagrange et al., 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

D. Giannoulis, E. Benetos, D. Stowell, M. Rossignol, M. Lagrange et al., 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

B. Cauchi and M. Lagrange, Nicolas Misdariis, and Arshia Cont. Sparse representations for modeling environmental acoustic scenes, application to train stations soundscapes, International Conference on Acoustics, 2012.

R. Foucard, S. Essid, M. Lagrange, and G. Richard, A regressive bossting approach to automatic audio tagging based on soft annotator fusion, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012.

L. G. Mathieu-lagrange, G. Martins, and . Tzanetakis, Cluster aware normalization for enhancing audio similarity, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012.

A. Mathieu-lagrange, E. Ozerov, and . Vincent, Robust singer identification in polyphonic music using melody enhancement and uncertainty-based learning, Proceedings of the International Conference on Music Information Retrieval (ISMIR), 2012.

R. Foucard, S. Essid, M. Lagrange, and G. Richard, Multi-scale temporql fusion by boosting for music classification, Proceedings of the International Conference on Music Information Retrieval (ISMIR), 2011.

M. Lagrange and G. Tzanetakis, 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

A. Ozerov, E. Mathieu-lagrange, and . Vincent, Gmmbased classification from noisy features, 1st Int. Workshop on Machine Listening in Multisource Environments (CHiME), 2011.
URL : https://hal.archives-ouvertes.fr/inria-00598742

F. Rigaud, M. Lagrange, A. Roebel, and G. Peeters, 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

R. Foucard, J. Durrieu, M. Lagrange, and G. Richard, 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

M. Lagrange and J. Serra, 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

R. Mathieu-lagrange, B. Badeau, N. David, J. Bertin, O. Echeveste et al., The desam toolbox : Spectral analysis of musical audio, Proceedings of the Digital Audio Effects (DAFx) Conference, 2010.

R. Mathieu-lagrange, G. Badeau, and . Richard, Robust similarity metrics between audio signals based on asymmetrical spectral envelope matching, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2010.

M. Lagrange and M. Raspaud, 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

M. Robine, M. Lagrange, and P. Hanna, Meter Class Profile for Music Similarity and Retrieval, Proceedings of the International Conference on Music Information Retrieval, 2009.

M. Lagrange and B. Scherrer, 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

M. Lagrange, L. G. Martins, and G. Tzanetakis, 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

M. Lagrange, G. Scavone, and P. Depalle, 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

M. Lagrange, N. Whetsell, and P. Depalle, 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

E. Murphy, M. Lagrange, P. Depalle, G. Scavone, and C. Guastavino, 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

L. F. Teixeira, L. G. Martins, M. Lagrange, and G. Tzanetakis, MarsyasX : Multimedia Dataflow Processing with Implicit Patching, ACM International Conference on Multimedia, 2008.

G. Tzanetakis, R. Jones, C. Castillo, L. G. Martins, L. F. Teixeira et al., Interoperability and Marsyas Runtime, Proceedings of the International Computer Music Conference (ICMC), 2008.
URL : https://hal.archives-ouvertes.fr/hal-01697498

R. Jones, M. Lagrange, and A. Schloss, A Hand Drumming Dataset for Physical Modelling, Proceedings of the International Computer Music Conference (ICMC), 2007.

A. Kapur, G. Percival, M. Lagrange, and G. Tzanetakis, Pedagogical Transcription for Multimodal Sitar Performance, Proceedings of the International Conference on Music Information Retrieval (ISMIR), 2007.

M. Lagrange and G. Tzanetakis, Sound source tracking and formation using normalized cuts, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2007.

M. Lagrange, L. G. Martins, and G. Tzanetakis, Semi-Automatic Mono to Stereo Up-mixing using Sound Source Formation, Audio Engineering Society (AES), 2007.

M. Lagrange, G. Percival, and G. Tzanetakis, Adaptive Harmonization and Pitch Correction of Polyphonic Audio using Spectral Clustering, Proceedings of the Digital Audio Effects (DAFx) Conference, 2007.

L. G. Martins, J. J. Burred, M. Lagrange, and G. Tzanetakis, Polyphonic Instrument Recognition using Spectral Clustering, Proceedings of the International Conference on Music Information Retrieval (ISMIR), 2007.

M. Robine, G. Percival, and M. Lagrange, 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

G. Tzanetakis, M. Lagrange, P. Spong, and H. Symonds, OR-CHIVE : Digitizing and Analyzing Orca Vocalizations, Proceedings of the RIAO -Large-Scale Semantic Access to Content Conference, 2007.

M. Lagrange and S. Marchand, 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

M. Lagrange, L. G. Martins, L. F. Teixeira, and G. Tzanetakis, Speaker segmentation of interviews using integrated video and audio change detections, Fifth International Workshop on Content-Based Multimedia Indexing (CBMI), 2006.

S. Marchand and M. Lagrange, 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

M. Robine and M. Lagrange, 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

M. Lagrange, 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

M. Lagrange, S. Marchand, and J. B. Rault, Improving Sinusoidal Frequency Estimation using a Trigonometrical Approach, Proceedings of the Digital Audio Effects (DAFx) Conference, 2005.

M. Lagrange, S. Marchand, and J. B. Rault, 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.

M. Lagrange, S. Marchand, and J. B. Rault, Partial Tracking Based on Future Trajectories Exploration, 116th Convention of the Audio Engineering Society, 2004.
URL : https://hal.archives-ouvertes.fr/hal-00308189

M. Lagrange, S. Marchand, and J. B. Rault, 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

M. Lagrange, S. Marchand, M. Raspaud, and J. B. Rault, 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

M. Lagrange, S. Marchand, and J. B. Rault, 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

M. Lagrange and S. Marchand, 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

L. Martins, M. Lagrange, and G. Tzanetakis, 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

L. Mathieu-lagrange, Explanes : a framework facilitating computational experiments (gpl), 2014.

M. Rossignol, G. Lafay, and M. Lagrange, simscene : synthesis of sound scenes for the creation of evaluation corpora in audio event detection (gpl), 2013.

M. Rossignol and M. Lagrange, kaverages : efficient clustering algorithms for arbitrary similarity matrices (gpl)

M. Brevets, J. B. Lagrange, and . Rault, Procédé de restauration de partiels d'un signal sonore, 2004.

M. Lagrange and J. B. Rault, Procédé de décision pour la restauration de partiels d'un signal sonore, dispositif et programme d'ordinateur pour sa mise en oeuvre, 2004.