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ORCIDMathieu Lagrange
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- affiliation: IRCAM, Institut de Recherche et Coordination Acoustique/Musique, Centre Pompidou, Paris
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2020 – today
- 2024
[j19]Han Han
, Vincent Lostanlen, Mathieu Lagrange:
Learning to Solve Inverse Problems for Perceptual Sound Matching. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2605-2615 (2024)- [c53]Barbara Pascal, Mathieu Lagrange:
On the Robustness of Musical Timbre Perception Models: From Perceptual to Learned Approaches. EUSIPCO 2024: 41-45 - [c52]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 Dependent. EUSIPCO 2024: 56-60 - [c51]Hafsa Ouajdi, Oussama Hadder, Modan Tailleur, Mathieu Lagrange, Laurie M. Heller:
Detection of Deepfake Environmental Audio. EUSIPCO 2024: 196-200 - [i17]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 abs/2403.17508 (2024) - [i16]Hafsa Ouajdi, Oussama Hadder, Modan Tailleur, Mathieu Lagrange, Laurie M. Heller:
Detection of Deepfake Environmental Audio. CoRR abs/2403.17529 (2024) - [i15]Modan Tailleur, Julien Pinquier, Laurent Millot, Corsin Vogel, Mathieu Lagrange:
EMVD dataset: a dataset of extreme vocal distortion techniques used in heavy metal. CoRR abs/2406.17732 (2024) - [i14]Yuexuan Kong, Vincent Lostanlen, Gabriel Meseguer-Brocal, Stella Wong, Mathieu Lagrange, Romain Hennequin:
STONE: Self-supervised Tonality Estimator. CoRR abs/2407.07408 (2024) - [i13]Modan Tailleur, Pierre Aumond, Vincent Tourre, Mathieu Lagrange:
Towards better visualizations of urban sound environments: insights from interviews. CoRR abs/2407.16889 (2024) - 2023
- [j18]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): 51 (2023) - [j17]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): 11264-11292 (2023) - [c50]Han Han, Vincent Lostanlen, Mathieu Lagrange:
Perceptual-Neural-Physical Sound Matching. ICASSP 2023: 1-5 - [c49]Changhong Wang, Vincent Lostanlen, Mathieu Lagrange:
Explainable audio Classification of Playing Techniques with Layer-wise Relevance Propagation. ICASSP 2023: 1-5 - [c48]Vincent Lostanlen, Daniel Haider, Han Han, Mathieu Lagrange, Péter Balázs, Martin Ehler:
Fitting Auditory Filterbanks with Multiresolution Neural Networks. WASPAA 2023: 1-5 - [c47]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: 1-5 - [i12]Han Han, Vincent Lostanlen, Mathieu Lagrange:
Perceptual-Neural-Physical Sound Matching. CoRR abs/2301.02886 (2023) - [i11]Cyrus Vahidi, Han Han, Changhong Wang, Mathieu Lagrange, György Fazekas, Vincent Lostanlen:
Mesostructures: Beyond Spectrogram Loss in Differentiable Time-Frequency Analysis. CoRR abs/2301.10183 (2023) - [i10]Keunwoo Choi, Jaekwon Im, Laurie M. Heller, Brian McFee, Keisuke Imoto, Yuki Okamoto, Mathieu Lagrange, Shinnosuke Takamichi:
Foley Sound Synthesis at the DCASE 2023 Challenge. CoRR abs/2304.12521 (2023) - [i9]Vincent Lostanlen, Daniel Haider, Han Han, Mathieu Lagrange, Péter Balázs, Martin Ehler:
Fitting Auditory Filterbanks with Multiresolution Neural Networks. CoRR abs/2307.13821 (2023) - [i8]Pierre-Amaury Grumiaux, Mathieu Lagrange:
Efficient bandwidth extension of musical signals using a differentiable harmonic plus noise model. CoRR abs/2311.07363 (2023) - [i7]Han Han, Vincent Lostanlen, Mathieu Lagrange:
Learning to Solve Inverse Problems for Perceptual Sound Matching. CoRR abs/2311.14213 (2023) - 2022
- [c46]Mohamed Outidrarine, Pierre Baudet, Vincent Lostanlen, Mathieu Lagrange, Juan Sebastian Ulloa:
Exploring Eco-Acoustic Data with K-Determinantal Point Processes. DCASE 2022 - [e2]Mathieu Lagrange, Annamaria Mesaros, Thomas Pellegrini, Gaël Richard, Romain Serizel, Dan Stowell:
Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, DCASE 2022, Nancy, France, November 3-4, 2022. Tampere University 2022, ISBN 978-952-03-2677-7 [contents] - [i6]John Muradeli, Cyrus Vahidi, Changhong Wang, Han Han, Vincent Lostanlen, Mathieu Lagrange, George Fazekas:
Differentiable Time-Frequency Scattering in Kymatio. CoRR abs/2204.08269 (2022) - 2021
- [j16]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): 3 (2021) - [c45]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: 147-155 - 2020
- [j15]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): 10233-10249 (2020) - [j14]Judicaël Picaut, Arnaud Can, Nicolas Fortin, Jeremy Ardouin, Mathieu Lagrange:
Low-Cost Sensors for Urban Noise Monitoring Networks - A Literature Review. Sensors 20(8): 2256 (2020) - [c44]Mathieu Lagrange, Félix Gontier:
Bandwidth Extension of Musical Audio Signals With No Side Information Using Dilated Convolutional Neural Networks. ICASSP 2020: 801-805 - [c43]Félix Gontier, Mathieu Lagrange, Catherine Lavandier, Jean-François Petiot:
Privacy Aware Acoustic Scene Synthesis Using Deep Spectral Feature Inversion. ICASSP 2020: 886-890 - [i5]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 abs/2007.10926 (2020)
2010 – 2019
- 2019
- [b2]Mathieu Lagrange:
Modélisation long terme de signaux sonores. University of Nantes, France, 2019 - 2018
- [j13]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: 15 (2018) - [j12]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): 379-393 (2018) - [c42]Félix Gontier, Pierre Aumond, Mathieu Lagrange, Catherine Lavandier, Jean-François Petiot:
Towards perceptual soundscape characterization using event detection algorithms. DCASE 2018: 14-18 - [c41]Vincent Lostanlen, Joakim Andén, Mathieu Lagrange:
Extended playing techniques: the next milestone in musical instrument recognition. DLfm 2018: 1-10 - [c40]Mathieu Lagrange, Mathias Rossignol, Grégoire Lafay:
Visualization of Audio Data Using Stacked Graphs. ISMIR 2018: 771-776 - [i4]Vincent Lostanlen, Joakim Andén, Mathieu Lagrange:
Extended playing techniques: The next milestone in musical instrument recognition. CoRR abs/1808.09730 (2018) - 2017
- [j11]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): 2758 (2017) - [j10]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): 1266-1277 (2017) - [c39]Grégoire Lafay, Emmanouil Benetos, Mathieu Lagrange:
Sound event detection in synthetic audio: Analysis of the dcase 2016 task results. WASPAA 2017: 11-15 - [d1]Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Emmanouil Benetos, Mathieu Lagrange, Grégoire Lafay, Peter Foster, Mark D. Plumbley:
DCASE2016 Challenge Submissions Package. Zenodo, 2017
- [i3]Grégoire Lafay, Emmanouil Benetos, Mathieu Lagrange:
Sound Event Detection in Synthetic Audio: Analysis of the DCASE 2016 Task Results. CoRR abs/1711.05551 (2017) - 2016
- [j9]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): 1854-1864 (2016) - [c38]Jean-Remy Gloaguen, Arnaud Can, Mathieu Lagrange, Jean-François Petiot:
Estimating Traffic Noise Levels Using Acoustic Monitoring a Preliminary Study. DCASE 2016: 40-44 - [c37]Emmanouil Benetos, Grégoire Lafay, Mathieu Lagrange, Mark D. Plumbley:
Detection of overlapping acoustic events using a temporally-constrained probabilistic model. ICASSP 2016: 6450-6454 - [e1]Tuomas Virtanen, Annamaria Mesaros, Toni Heittola, Mark D. Plumbley, Peter Foster, Emmanouil Benetos, Mathieu Lagrange:
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2016, Budapest, Hungary, September 3, 2016. 2016, ISBN 978-952-15-3807-0 [contents] - 2015
- [j8]Dan Stowell, Dimitrios Giannoulis, Emmanouil Benetos, Mathieu Lagrange, Mark D. Plumbley:
Detection and Classification of Acoustic Scenes and Events. IEEE Trans. Multim. 17(10): 1733-1746 (2015) - [c36]Gerard Busquets Garcia, Mathieu Lagrange, Isabelle Emmanuel, Hervé Andrieu:
Classification of rainfall radar images using the scattering transform. EUSIPCO 2015: 1940-1944 - [c35]Mathias Rossignol, Mathieu Lagrange, Grégoire Lafay, Emmanouil Benetos:
Alternate level clustering for drum transcription. EUSIPCO 2015: 2023-2027 - [c34]Axel Roebel, Jordi Pons, Marco Liuni, Mathieu Lagrange:
On automatic drum transcription using non-negative matrix deconvolution and itakura saito divergence. ICASSP 2015: 414-418 - [i2]Mathieu Lagrange, Grégoire Lafay, Mathias Rossignol, Emmanouil Benetos, Axel Roebel:
An evaluation framework for event detection using a morphological model of acoustic scenes. CoRR abs/1502.00141 (2015) - 2014
- [i1]Mathieu Lagrange, Grégoire Lafay, Boris Defreville, Jean-Julien Aucouturier:
The bag-of-frames approach: a not so sufficient model for urban soundscapes. CoRR abs/1412.4052 (2014) - 2013
- [j7]Alexey Ozerov, Mathieu Lagrange, Emmanuel Vincent:
Uncertainty-based learning of acoustic models from noisy data. Comput. Speech Lang. 27(3): 874-894 (2013) - [c33]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: 1-5 - [c32]Carlo Bauge, Mathieu Lagrange, Joakim Andén, Stéphane Mallat:
Representing environmental sounds using the separable scattering transform. ICASSP 2013: 8667-8671 - [c31]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: 1-4 - [c30]Benjamin Cauchi, Mathieu Lagrange, Nicolas Misdariis, Arshia Cont:
Saliency-based modeling of acoustic scenes using sparse non-negative matrix factorization. WIAMIS 2013: 1-4 - [c29]Rémi Foucard, Slim Essid, Gaël Richard, Mathieu Lagrange:
Exploring new features for music classification. WIAMIS 2013: 1-4 - 2012
- [c28]Rémi Foucard, Slim Essid, Mathieu Lagrange, Gaël Richard:
A regressive boosting approach to automatic audio tagging based on soft annotator fusion. ICASSP 2012: 73-76 - [c27]Mathieu Lagrange, Luis Gustavo Martins, George Tzanetakis:
Cluster aware normalization for enhancing audio similarity. ICASSP 2012: 1969-1972 - [c26]Mathieu Lagrange, Alexey Ozerov, Emmanuel Vincent:
Robust Singer Identification in Polyphonic Music using Melody Enhancement and Uncertainty-based Learning. ISMIR 2012: 595-600 - 2011
- [j6]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): 665-689 (2011) - [c25]François Rigaud, Mathieu Lagrange, Axel Röbel, Geoffroy Peeters:
Drum extraction from polyphonic music based on a spectro-temporal model of percussive sounds. ICASSP 2011: 381-384 - [c24]Mathieu Lagrange, George Tzanetakis:
Adaptive N-normalization for enhancing music similarity. ICASSP 2011: 389-392 - [c23]Rémi Foucard, Slim Essid, Mathieu Lagrange, Gaël Richard:
Multi-scale temporal fusion by boosting for music classification. ISMIR 2011: 663-668 - 2010
- [j5]Mathieu Lagrange, Martin Raspaud:
Spectral similarity metrics for sound source formation based on the common variation cue. Multim. Tools Appl. 48(1): 185-205 (2010) - [j4]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): 1498-1506 (2010) - [j3]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): 509-518 (2010) - [c22]Mathieu Lagrange, Roland Badeau, Gaël Richard:
Robust similarity metrics between audio signals based on asymmetrical spectral envelope matching. ICASSP 2010: 405-408 - [c21]Rémi Foucard, Jean-Louis Durrieu, Mathieu Lagrange, Gaël Richard:
Multimodal similarity between musical streams for cover version detection. ICASSP 2010: 5514-5517 - [c20]Mathieu Lagrange, Joan Serrà:
Unsupervised Accuracy Improvement for Cover Song Detection Using Spectral Connectivity Network. ISMIR 2010: 595-600
2000 – 2009
- 2009
- [c19]Mathieu Lagrange, Martin Raspaud:
Spectral Similarity Metrics for Sound Source Formation Based on the Common Variation Cue. CBMI 2009: 56-61 - [c18]Matthias Robine, Pierre Hanna, Mathieu Lagrange:
Meter Class Profiles for Music Similarity and Retrieval. ISMIR 2009: 639-644 - 2008
- [j2]Mathieu Lagrange, Luis Gustavo Martins, Jennifer Murdoch, George Tzanetakis:
Normalized Cuts for Predominant Melodic Source Separation. IEEE Trans. Speech Audio Process. 16(2): 278-290 (2008) - [c17]Mathieu Lagrange, Luis Gustavo Martins, George Tzanetakis:
A Computationally Efficient Scheme for Dominant Harmonic Source Separation. ICASSP 2008: 165-168 - [c16]George Tzanetakis, Randy Jones, Carlos Castillo, Luis Gustavo Martins, Luís Filipe Teixeira, Mathieu Lagrange:
Interoperability and the MARSYAS 0.2 Runtime. ICMC 2008 - [c15]Luís Filipe Teixeira, Luis Gustavo Martins, Mathieu Lagrange, George Tzanetakis:
MarsyasX: multimedia dataflow processing with implicit patching. ACM Multimedia 2008: 873-876 - 2007
- [j1]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): 1625-1634 (2007) - [c14]Mathieu Lagrange, Luis Gustavo Martins, Luís Filipe Teixeira, George Tzanetakis:
Speaker Segmentation of Interviews Using Integrated Video and Audio Change Detectors. CBMI 2007: 219-226 - [c13]Mathieu Lagrange, George Tzanetakis:
Sound Source Tracking and Formation using Normalized Cuts. ICASSP (1) 2007: 61-64 - [c12]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 - [c11]Randy Jones, Mathieu Lagrange, W. Andrew Schloss:
A hand drumming Dataset for Physical Modeling. ICMC 2007 - [c10]Matthias Robine, Graham Percival, Mathieu Lagrange:
Analysis of Saxophone Performance for Computer-Assisted Tutoring. ICMC 2007 - [c9]Luis Gustavo Martins, Juan José Burred, George Tzanetakis, Mathieu Lagrange:
Polyphonic Instrument Recognition Using Spectral Clustering. ISMIR 2007: 213-218 - [c8]Ajay Kapur, Graham Percival, Mathieu Lagrange, George Tzanetakis:
Pedagogical Transcription for Multimodal Sitar Performance. ISMIR 2007: 351-352 - [c7]George Tzanetakis, Mathieu Lagrange, Paul Spong, Helena Symonds:
ORCHIVE: Digitizing and Analyzing Orca Vocalizations. RIAO 2007: 56-63 - 2006
- [c6]Sylvain Marchand, Mathieu Lagrange:
On the equivalence of phase-based methods for the estimation of instantaneous frequency. EUSIPCO 2006: 1-5 - [c5]Matthias Robine, Mathieu Lagrange:
Evaluation of the Technical Leval of Saxophone Performers by Considering the Evolution of Spectral Parameters of the Sound. ISMIR 2006: 79-84 - 2005
- [c4]Mathieu Lagrange, Sylvain Marchand, Jean-Bernard Rault:
Tracking partials for the sinusoidal modeling of polyphonic sounds. ICASSP (3) 2005: 229-232 - [c3]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 - [c2]Mathieu Lagrange:
A New Dissimilarity Metric for the Clustering of partials using the Common variation Cue. ICMC 2005 - 2004
- [b1]Mathieu Lagrange:
Modélisation Sinusoïdale des Sons Polyphoniques. (Sinusoidal Modeling of Polyphonic Sounds). University of Bordeaux, France, 2004 - [c1]Mathieu Lagrange, Sylvain Marchand, Jean-Bernard Rault:
Using linear prediction to enhance the tracking of partials [musical audio processing]. ICASSP (4) 2004: 241-244
Coauthor Index
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