Mathieu Lagrange

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 45

Top Venues

CoRR

ICASSP

IEEE ACM Trans. Audio Speech Lang. Process.

EURASIP J. Audio Speech Music. Process.

University of Bordeaux, France (PHD)

Education History

University of Bordeaux, France

PHD

Publications

Han Han, Vincent Lostanlen, Mathieu Lagrange
Learning to Solve Inverse Problems for Perceptual Sound Matching. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Modan Tailleur, Pierre Aumond, Vincent Tourre, Mathieu Lagrange
Towards better visualizations of urban sound environments: insights from interviews. CoRR (2024)
Yuexuan Kong, Vincent Lostanlen, Gabriel Meseguer-Brocal, Stella Wong, Mathieu Lagrange, Romain Hennequin
STONE: Self-supervised Tonality Estimator. CoRR (2024)
Modan Tailleur, Julien Pinquier, Laurent Millot, Corsin Vogel, Mathieu Lagrange
EMVD dataset: a dataset of extreme vocal distortion techniques used in heavy metal. CoRR (2024)
Hafsa Ouajdi, Oussama Hadder, Modan Tailleur, Mathieu Lagrange, Laurie M. Heller
Detection of Deepfake Environmental Audio. CoRR (2024)
Modan Tailleur, Junwon Lee, Mathieu Lagrange, Keunwoo Choi, Laurie M. Heller, Keisuke Imoto, Yuki Okamoto
Correlation of Fréchet Audio Distance With Human Perception of Environmental Audio Is Embedding Dependant. CoRR (2024)
Han Han, Vincent Lostanlen, Mathieu Lagrange
Learning to Solve Inverse Problems for Perceptual Sound Matching. CoRR (2023)
Vincent Lostanlen, Daniel Haider, Han Han, Mathieu Lagrange, Péter Balázs, Martin Ehler
Fitting Auditory Filterbanks with Multiresolution Neural Networks. WASPAA (2023)
Cyrus Vahidi, Shubhr Singh, Emmanouil Benetos, Huy Phan, Dan Stowell, György Fazekas, Mathieu Lagrange
Perceptual Musical Similarity Metric Learning with Graph Neural Networks. WASPAA (2023)
Han Han, Vincent Lostanlen, Mathieu Lagrange
Perceptual-Neural-Physical Sound Matching. CoRR (2023)
Luca Turchet, Mathieu Lagrange, Cristina Rottondi, György Fazekas, Nils Peters, Jan Østergaard, Frederic Font, Tom Bäckström, Carlo Fischione
The Internet of Sounds: Convergent Trends, Insights, and Future Directions. IEEE Internet Things J. 10 (13) (2023)
Cyrus Vahidi, Han Han, Changhong Wang, Mathieu Lagrange, György Fazekas, Vincent Lostanlen
Mesostructures: Beyond Spectrogram Loss in Differentiable Time-Frequency Analysis. CoRR (2023)
Changhong Wang, Vincent Lostanlen, Mathieu Lagrange
Explainable audio Classification of Playing Techniques with Layer-wise Relevance Propagation. ICASSP (2023)
Pierre-Amaury Grumiaux, Mathieu Lagrange
Efficient bandwidth extension of musical signals using a differentiable harmonic plus noise model. EURASIP J. Audio Speech Music. Process. 2023 (1) (2023)
Pierre-Amaury Grumiaux, Mathieu Lagrange
Efficient bandwidth extension of musical signals using a differentiable harmonic plus noise mode. CoRR (2023)
Keunwoo Choi, Jaekwon Im, Laurie Heller, Brian McFee, Keisuke Imoto, Yuki Okamoto, Mathieu Lagrange, Shinnosuke Takamichi
Foley Sound Synthesis at the DCASE 2023 Challenge. CoRR (2023)
Han Han, Vincent Lostanlen, Mathieu Lagrange
Perceptual-Neural-Physical Sound Matching. ICASSP (2023)
Vincent Lostanlen, Daniel Haider, Han Han, Mathieu Lagrange, Péter Balázs, Martin Ehler
Fitting Auditory Filterbanks with Multiresolution Neural Networks. CoRR (2023)
John Muradeli, Cyrus Vahidi, Changhong Wang, Han Han, Vincent Lostanlen, Mathieu Lagrange, George Fazekas
Differentiable Time-Frequency Scattering in Kymatio. CoRR (2022)
Mohamed Outidrarine, Pierre Baudet, Vincent Lostanlen, Mathieu Lagrange, Juan Sebastian Ulloa
Exploring Eco-Acoustic Data with K-Determinantal Point Processes. DCASE (2022)
Vincent Lostanlen, Christian El-Hajj, Mathias Rossignol, Grégoire Lafay, Joakim Andén, Mathieu Lagrange
Time-frequency scattering accurately models auditory similarities between instrumental playing techniques. EURASIP J. Audio Speech Music. Process. 2021 (1) (2021)
Vincent Lostanlen, Antoine Bernabeu, Jean-Luc Béchennec, Mikaël Briday, Sébastien Faucou, Mathieu Lagrange
Energy Efficiency is Not Enough: Towards a Batteryless Internet of Sounds. Audio Mostly Conference (2021)
Mathieu Lagrange, Félix Gontier
Bandwidth Extension of Musical Audio Signals With No Side Information Using Dilated Convolutional Neural Networks. ICASSP (2020)
Vincent Lostanlen, Christian El-Hajj, Mathias Rossignol, Grégoire Lafay, Joakim Andén, Mathieu Lagrange
Time-Frequency Scattering Accurately Models Auditory Similarities Between Instrumental Playing Techniques. CoRR (2020)
Judicaël Picaut, Arnaud Can, Nicolas Fortin, Jeremy Ardouin, Mathieu Lagrange
Low-Cost Sensors for Urban Noise Monitoring Networks - A Literature Review. Sensors 20 (8) (2020)
Félix Gontier, Mathieu Lagrange, Catherine Lavandier, Jean-François Petiot
Privacy Aware Acoustic Scene Synthesis Using Deep Spectral Feature Inversion. ICASSP (2020)
Luca Turchet, György Fazekas, Mathieu Lagrange, Hossein Shokri Ghadikolaei, Carlo Fischione
The Internet of Audio Things: State of the Art, Vision, and Challenges. IEEE Internet Things J. 7 (10) (2020)
Vincent Lostanlen, Joakim Andén, Mathieu Lagrange
Extended playing techniques: The next milestone in musical instrument recognition. CoRR (2018)
Annamaria Mesaros, Toni Heittola, Emmanouil Benetos, Peter Foster, Mathieu Lagrange, Tuomas Virtanen, Mark D. Plumbley
Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge. IEEE ACM Trans. Audio Speech Lang. Process. 26 (2) (2018)
Mathieu Lagrange, Mathias Rossignol, Grégoire Lafay
Visualization of Audio Data Using Stacked Graphs. ISMIR (2018)
Félix Gontier, Pierre Aumond, Mathieu Lagrange, Catherine Lavandier, Jean-François Petiot
Towards perceptual soundscape characterization using event detection algorithms. DCASE (2018)
Vincent Lostanlen, Joakim Andén, Mathieu Lagrange
Extended playing techniques: the next milestone in musical instrument recognition. DLfm (2018)
Vincent Lostanlen, Grégoire Lafay, Joakim Andén, Mathieu Lagrange
Relevance-based quantization of scattering features for unsupervised mining of environmental audio. EURASIP J. Audio Speech Music. Process. 2018 (2018)
Grégoire Lafay, Emmanouil Benetos, Mathieu Lagrange
Sound Event Detection in Synthetic Audio: Analysis of the DCASE 2016 Task Results. CoRR (2017)
Félix Gontier, Mathieu Lagrange, Pierre Aumond, Arnaud Can, Catherine Lavandier
An Efficient Audio Coding Scheme for Quantitative and Qualitative Large Scale Acoustic Monitoring Using the Sensor Grid Approach. Sensors 17 (12) (2017)
Grégoire Lafay, Emmanouil Benetos, Mathieu Lagrange
Sound event detection in synthetic audio: Analysis of the dcase 2016 task results. WASPAA (2017)
Emmanouil Benetos, Grégoire Lafay, Mathieu Lagrange, Mark D. Plumbley
Polyphonic Sound Event Tracking Using Linear Dynamical Systems. IEEE ACM Trans. Audio Speech Lang. Process. 25 (6) (2017)
Grégoire Lafay, Mathieu Lagrange, Mathias Rossignol, Emmanouil Benetos, Axel Roebel
A Morphological Model for Simulating Acoustic Scenes and Its Application to Sound Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. 24 (10) (2016)
Jean-Remy Gloaguen, Arnaud Can, Mathieu Lagrange, Jean-François Petiot
Estimating Traffic Noise Levels Using Acoustic Monitoring a Preliminary Study. DCASE (2016)
Emmanouil Benetos, Grégoire Lafay, Mathieu Lagrange, Mark D. Plumbley
Detection of overlapping acoustic events using a temporally-constrained probabilistic model. ICASSP (2016)
Dan Stowell, Dimitrios Giannoulis, Emmanouil Benetos, Mathieu Lagrange, Mark D. Plumbley
Detection and Classification of Acoustic Scenes and Events. IEEE Trans. Multim. 17 (10) (2015)
Mathias Rossignol, Mathieu Lagrange, Grégoire Lafay, Emmanouil Benetos
Alternate level clustering for drum transcription. EUSIPCO (2015)
Gerard Busquets Garcia, Mathieu Lagrange, Isabelle Emmanuel, Hervé Andrieu
Classification of rainfall radar images using the scattering transform. EUSIPCO (2015)
Axel Roebel, Jordi Pons, Marco Liuni, Mathieu Lagrange
On automatic drum transcription using non-negative matrix deconvolution and itakura saito divergence. ICASSP (2015)
Mathieu Lagrange, Grégoire Lafay, Mathias Rossignol, Emmanouil Benetos, Axel Roebel
An evaluation framework for event detection using a morphological model of acoustic scenes. CoRR (2015)
Mathieu Lagrange, Grégoire Lafay, Boris Defreville, Jean-Julien Aucouturier
The bag-of-frames approach: a not so sufficient model for urban soundscapes. CoRR (2014)
Alexey Ozerov, Mathieu Lagrange, Emmanuel Vincent
Uncertainty-based learning of acoustic models from noisy data. Comput. Speech Lang. 27 (3) (2013)
Benjamin Cauchi, Mathieu Lagrange, Nicolas Misdariis, Arshia Cont
Saliency-based modeling of acoustic scenes using sparse non-negative matrix factorization. WIAMIS (2013)
Dimitrios Giannoulis, Dan Stowell, Emmanouil Benetos, Mathias Rossignol, Mathieu Lagrange, Mark D. Plumbley
A database and challenge for acoustic scene classification and event detection. EUSIPCO (2013)
Dimitrios Giannoulis, Emmanouil Benetos, Dan Stowell, Mathias Rossignol, Mathieu Lagrange, Mark D. Plumbley
Detection and classification of acoustic scenes and events: An IEEE AASP challenge. WASPAA (2013)
Carlo Bauge, Mathieu Lagrange, Joakim Andén, Stéphane Mallat
Representing environmental sounds using the separable scattering transform. ICASSP (2013)
Rémi Foucard, Slim Essid, Gaël Richard, Mathieu Lagrange
Exploring new features for music classification. WIAMIS (2013)
Mathieu Lagrange, Alexey Ozerov, Emmanuel Vincent
Robust Singer Identification in Polyphonic Music using Melody Enhancement and Uncertainty-based Learning. ISMIR (2012)
Mathieu Lagrange, Luis Gustavo Martins, George Tzanetakis
Cluster aware normalization for enhancing audio similarity. ICASSP (2012)
Rémi Foucard, Slim Essid, Mathieu Lagrange, Gaël Richard
A regressive boosting approach to automatic audio tagging based on soft annotator fusion. ICASSP (2012)
François Rigaud, Mathieu Lagrange, Axel Röbel, Geoffroy Peeters
Drum extraction from polyphonic music based on a spectro-temporal model of percussive sounds. ICASSP (2011)
Rémi Foucard, Slim Essid, Mathieu Lagrange, Gaël Richard
Multi-scale temporal fusion by boosting for music classification. ISMIR (2011)
Mathieu Lagrange, George Tzanetakis
Adaptive N-normalization for enhancing music similarity. ICASSP (2011)
Mathieu Lagrange, Roland Badeau, Bertrand David, Nancy Bertin, Olivier Derrien, Sylvain Marchand, Laurent Daudet
Décompositions en éléments sonores et applications musicales. Traitement du Signal 28 (6) (2011)
Mathieu Lagrange, Martin Raspaud, Roland Badeau, Gaël Richard
Explicit modeling of temporal dynamics within musical signals for acoustical unit similarity. Pattern Recognit. Lett. 31 (12) (2010)
Rémi Foucard, Jean-Louis Durrieu, Mathieu Lagrange, Gaël Richard
Multimodal similarity between musical streams for cover version detection. ICASSP (2010)
Mathieu Lagrange, Roland Badeau, Gaël Richard
Robust similarity metrics between audio signals based on asymmetrical spectral envelope matching. ICASSP (2010)
Mathieu Lagrange, Martin Raspaud
Spectral similarity metrics for sound source formation based on the common variation cue. Multim. Tools Appl. 48 (1) (2010)
Mathieu Lagrange, Gary P. Scavone, Philippe Depalle
Analysis/Synthesis of Sounds Generated by Sustained Contact Between Rigid Objects. IEEE Trans. Speech Audio Process. 18 (3) (2010)
Mathieu Lagrange, Joan Serrà
Unsupervised Accuracy Improvement for Cover Song Detection Using Spectral Connectivity Network. ISMIR (2010)
Mathieu Lagrange, Martin Raspaud
Spectral Similarity Metrics for Sound Source Formation Based on the Common Variation Cue. CBMI (2009)
Matthias Robine, Pierre Hanna, Mathieu Lagrange
Meter Class Profiles for Music Similarity and Retrieval. ISMIR (2009)
Mathieu Lagrange, Luis Gustavo Martins, George Tzanetakis
A Computationally Efficient Scheme for Dominant Harmonic Source Separation. ICASSP (2008)
Luís Filipe Teixeira, Luis Gustavo Martins, Mathieu Lagrange, George Tzanetakis
MarsyasX: multimedia dataflow processing with implicit patching. ACM Multimedia (2008)
George Tzanetakis, Randy Jones, Carlos Castillo, Luis Gustavo Martins, Luís Filipe Teixeira, Mathieu Lagrange
Interoperability and the MARSYAS 0.2 Runtime. ICMC (2008)
Mathieu Lagrange, Luis Gustavo Martins, Jennifer Murdoch, George Tzanetakis
Normalized Cuts for Predominant Melodic Source Separation. IEEE Trans. Speech Audio Process. 16 (2) (2008)
Matthias Robine, Graham Percival, Mathieu Lagrange
Analysis of Saxophone Performance for Computer-Assisted Tutoring. ICMC (2007)
Myriam Desainte-Catherine, Sylvain Marchand, Pierre Hanna, Mathieu Lagrange, Matthias Robine, Martin Raspaud, Robert Strandh, Antoine Allombert, Guillaume Meurisse, Joan Mouba, Jean Louis Di Santo, Gyorgy Kurtag
Scrime Studio Report. ICMC (2007)
George Tzanetakis, Mathieu Lagrange, Paul Spong, Helena Symonds
ORCHIVE: Digitizing and Analyzing Orca Vocalizations. RIAO (2007)
Randy Jones, Mathieu Lagrange, W. Andrew Schloss
A hand drumming Dataset for Physical Modeling. ICMC (2007)
Mathieu Lagrange, Sylvain Marchand, Jean-Bernard Rault
Enhancing the Tracking of Partials for the Sinusoidal Modeling of Polyphonic Sounds. IEEE Trans. Speech Audio Process. 15 (5) (2007)
Luis Gustavo Martins, Juan José Burred, George Tzanetakis, Mathieu Lagrange
Polyphonic Instrument Recognition Using Spectral Clustering. ISMIR (2007)
Mathieu Lagrange, Luis Gustavo Martins, Luís Filipe Teixeira, George Tzanetakis
Speaker Segmentation of Interviews Using Integrated Video and Audio Change Detectors. CBMI (2007)
Ajay Kapur, Graham Percival, Mathieu Lagrange, George Tzanetakis
Pedagogical Transcription for Multimodal Sitar Performance. ISMIR (2007)
Mathieu Lagrange, George Tzanetakis
Sound Source Tracking and Formation using Normalized Cuts. ICASSP (1) (2007)
Sylvain Marchand, Mathieu Lagrange
On the equivalence of phase-based methods for the estimation of instantaneous frequency. EUSIPCO (2006)
Matthias Robine, Mathieu Lagrange
Evaluation of the Technical Leval of Saxophone Performers by Considering the Evolution of Spectral Parameters of the Sound. ISMIR (2006)
Mathieu Lagrange
A New Dissimilarity Metric for the Clustering of partials using the Common variation Cue. ICMC (2005)
Myriam Desainte-Catherine, Pierre Hanna, Christophe Havel, Gyorgy Kurtag, Mathieu Lagrange, Sylvain Marchand, Edgar Nicouleau, Martin Raspaud, Matthias Robine, Robert Strandh
Scrime Studio Report. ICMC (2005)
Mathieu Lagrange, Sylvain Marchand, Jean-Bernard Rault
Tracking partials for the sinusoidal modeling of polyphonic sounds. ICASSP (3) (2005)
Mathieu Lagrange, Sylvain Marchand, Jean-Bernard Rault
Using linear prediction to enhance the tracking of partials [musical audio processing]. ICASSP (4) (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mathieu Lagrange