Vincent Lostanlen

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 62

Top Venues

CoRR

DCASE

ICASSP

IEEE ACM Trans. Audio Speech Lang. Process.

PSL Research University, Paris, France (PHD)

Education History

PSL Research University, Paris, 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)
Ilyass Moummad, Nicolas Farrugia, Romain Serizel, Jeremy Froidevaux, Vincent Lostanlen
Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds. CoRR (2024)
Yuexuan Kong, Vincent Lostanlen, Gabriel Meseguer-Brocal, Stella Wong, Mathieu Lagrange, Romain Hennequin
STONE: Self-supervised Tonality Estimator. CoRR (2024)
Daniel Haider, Vincent Lostanlen, Martin Ehler, Péter Balázs
Instabilities in Convnets for Raw Audio. IEEE Signal Process. Lett. 31 (2024)
Inês Nolasco, Shubhr Singh, Veronica Morfi, Vincent Lostanlen, Ariana Strandburg-Peshkin, Ester Vidaña-Vila, Lisa F. Gill, Hanna Pamula, Helen Whitehead, Ivan Kiskin, Frants H. Jensen, Joe Morford, Michael G. Emmerson, Elisabetta Versace, Emily Grout, Haohe Liu, Burooj Ghani, Dan Stowell
Learning to detect an animal sound from five examples. Ecol. Informatics 77 (2023)
Inês Nolasco, Burooj Ghani, Shubhr Singh, Ester Vidaña-Vila, Helen Whitehead, Emily Grout, Michael G. Emmerson, Frants H. Jensen, Ivan Kiskin, Joe Morford, Ariana Strandburg-Peshkin, Lisa F. Gill, Hanna Pamula, Vincent Lostanlen, Dan Stowell
Few-shot bioacoustic event detection at the DCASE 2023 challenge. CoRR (2023)
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)
Han Han, Vincent Lostanlen, Mathieu Lagrange
Perceptual-Neural-Physical Sound Matching. CoRR (2023)
Daniel Haider, Vincent Lostanlen, Martin Ehler, Péter Balézs
Energy Preservation and Stability of Random Filterbanks. CoRR (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)
Dorian Desblancs, Vincent Lostanlen, Romain Hennequin
Zero-Note Samba: Self-Supervised Beat Tracking. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Han Han, Vincent Lostanlen, Mathieu Lagrange
Perceptual-Neural-Physical Sound Matching. ICASSP (2023)
Inês Nolasco, Shubhr Singh, Veronica Morfi, Vincent Lostanlen, Ariana Strandburg-Peshkin, Ester Vidaña-Vila, Lisa F. Gill, Hanna Pamula, Helen Whitehead, Ivan Kiskin, Frants H. Jensen, Joe Morford, Michael G. Emmerson, Elisabetta Versace, Emily Grout, Haohe Liu, Dan Stowell
Learning to detect an animal sound from five examples. CoRR (2023)
Vincent Lostanlen, Daniel Haider, Han Han, Mathieu Lagrange, Péter Balázs, Martin Ehler
Fitting Auditory Filterbanks with Multiresolution Neural Networks. CoRR (2023)
Changhong Wang, Emmanouil Benetos, Vincent Lostanlen, Elaine Chew
Adaptive Scattering Transforms for Playing Technique Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
John Muradeli, Cyrus Vahidi, Changhong Wang, Han Han, Vincent Lostanlen, Mathieu Lagrange, George Fazekas
Differentiable Time-Frequency Scattering in Kymatio. CoRR (2022)
Inês Nolasco, Shubhr Singh, E. Vidaña-Villa, E. Grout, J. Morford, M. G. Emmerson, F. H. Jensen, Ivan Kiskin, H. Whitehead, Ariana Strandburg-Peshkin, Lisa F. Gill, Hanna Pamula, Vincent Lostanlen, Veronica Morfi, Dan Stowell
Few-Shot Bioacoustic Event Detection at the DCASE 2022 Challenge. DCASE (2022)
Mohamed Outidrarine, Pierre Baudet, Vincent Lostanlen, Mathieu Lagrange, Juan Sebastian Ulloa
Exploring Eco-Acoustic Data with K-Determinantal Point Processes. DCASE (2022)
Inês Nolasco, S. Singh, E. Vidana-Villa, E. Grout, J. Morford, M. Emmerson, F. Jensens, H. Whitehead, I. Kiskin, Ariana Strandburg-Peshkin, L. Gill, Hanna Pamula, Vincent Lostanlen, Veronica Morfi, Dan Stowell
Few-shot bioacoustic event detection at the DCASE 2022 challenge. CoRR (2022)
Philip A. Warrick, Vincent Lostanlen, Michael Eickenberg, Masun Nabhan Homsi, Adrián Campoy Rodríguez, Joakim Andén
Arrhythmia Classification of Reduced-Lead Electrocardiograms by Scattering-Recurrent Networks. CinC (2021)
Veronica Morfi, Inês Nolasco, Vincent Lostanlen, Shubhr Singh, Ariana Strandburg-Peshkin, Lisa F. Gill, Hanna Pamula, David Benvent, Dan Stowell
Few-Shot Bioacoustic Event Detection: A New Task at the DCASE 2021 Challenge. DCASE (2021)
Vincent Lostanlen, Lingyao Yan, Xianyi Yang
From HEAR to GEAR: Generative Evaluation of Audio Representations. HEAR@NeurIPS (2021)
Magdalena Fuentes, Danielle Zhao, Vincent Lostanlen, Mark Cartwright, Charlie Mydlarz, Juan Pablo Bello
MONYC: Music of New York City Dataset. DCASE (2021)
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)
Han Han, Vincent Lostanlen
wav2shape: Hearing the Shape of a Drum Machine. CoRR (2020)
Sripathi Sridhar, Vincent Lostanlen
Helicality: An Isomap-based Measure of Octave Equivalence in Audio Data. CoRR (2020)
Mathieu Andreux, Tomás Angles, Georgios Exarchakis, Roberto Leonarduzzi, Gaspar Rochette, Louis Thiry, John Zarka, Stéphane Mallat, Joakim Andén, Eugene Belilovsky, Joan Bruna, Vincent Lostanlen, Muawiz Chaudhary, Matthew J. Hirn, Edouard Oyallon, Sixin Zhang, Carmine-Emanuele Cella, Michael Eickenberg
Kymatio: Scattering Transforms in Python. J. Mach. Learn. Res. 21 (2020)
Vincent Lostanlen, Alice Cohen-Hadria, Juan Pablo Bello
One or Two Components? The Scattering Transform Answers. CoRR (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)
Philip A. Warrick, Vincent Lostanlen, Michael Eickenberg, Joakim Andén, Masun Nabhan Homsi
Arrhythmia Classification of 12-lead Electrocardiograms by Hybrid Scattering-LSTM Networks. CinC (2020)
Changhong Wang, Vincent Lostanlen, Emmanouil Benetos, Elaine Chew
Playing Technique Recognition by Joint Time-Frequency Scattering. ICASSP (2020)
Mark Cartwright, Jason Cramer, Ana Elisa Méndez Méndez, Yu Wang, Ho-Hsiang Wu, Vincent Lostanlen, Magdalena Fuentes, Graham Dove, Charlie Mydlarz, Justin Salamon, Oded Nov, Juan Pablo Bello
SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context. DCASE (2020)
Mark Cartwright, Jason Cramer, Ana Elisa Méndez Méndez, Yu Wang, Ho-Hsiang Wu, Vincent Lostanlen, Magdalena Fuentes, Graham Dove, Charlie Mydlarz, Justin Salamon, Oded Nov, Juan Pablo Bello
SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context. CoRR (2020)
Vincent Lostanlen, Sripathi Sridhar, Brian McFee, Andrew Farnsworth, Juan Pablo Bello
Learning the Helix Topology of Musical Pitch. ICASSP (2020)
Carmine-Emanuele Cella, Daniele Ghisi, Vincent Lostanlen, Fabien Lévy, Joshua Fineberg, Yan Maresz
OrchideaSOL: a dataset of extended instrumental techniques for computer-aided orchestration. CoRR (2020)
Vincent Lostanlen, Alice Cohen-Hadria, Juan Pablo Bello
One or Two Frequencies? The Scattering Transform Answers. EUSIPCO (2020)
Chris Ick, Vincent Lostanlen
Learning a Lie Algebra from Unlabeled Data Pairs. CoRR (2020)
Jason Cramer, Vincent Lostanlen, Andrew Farnsworth, Justin Salamon, Juan Pablo Bello
Chirping up the Right Tree: Incorporating Biological Taxonomies into Deep Bioacoustic Classifiers. ICASSP (2020)
Vincent Lostanlen, Florian Hecker
The Shape of RemiXXXes to Come: Audio Texture Synthesis with Time-frequency Scattering. CoRR (2019)
Vincent Lostanlen, Kaitlin Palmer, Elly Knight, Christopher W. Clark, Holger Klinck, Andrew Farnsworth, Tina Wong, Jason Cramer, Juan Pablo Bello
Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization. DCASE (2019)
Joakim Andén, Vincent Lostanlen, Stéphane Mallat
Joint Time-Frequency Scattering. IEEE Trans. Signal Process. 67 (14) (2019)
Vincent Lostanlen, Kaitlin Palmer, Elly Knight, Christopher W. Clark, Holger Klinck, Andrew Farnsworth, Tina Wong, Jason Cramer, Juan Pablo Bello
Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization. CoRR (2019)
Changhong Wang, Emmanouil Benetos, Vincent Lostanlen, Elaine Chew
Adaptive Time-Frequency Scattering for Periodic Modulation Recognition in Music Signals. ISMIR (2019)
Mark Cartwright, Ana Elisa Méndez Méndez, Jason Cramer, Vincent Lostanlen, Graham Dove, Ho-Hsiang Wu, Justin Salamon, Oded Nov, Juan Pablo Bello
SONYC Urban Sound Tagging (SONYC-UST): A Multilabel Dataset from an Urban Acoustic Sensor Network. DCASE (2019)
Vincent Lostanlen
Une ou deux composantes ? La réponse de la diffusion en ondelettes. CoRR (2019)
Vincent Lostanlen, Sripathi Sridhar, Brian McFee, Andrew Farnsworth, Juan Pablo Bello
Learning the helix topology of musical pitch. CoRR (2019)
Vincent Lostanlen, Justin Salamon, Mark Cartwright, Brian McFee, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello
Per-Channel Energy Normalization: Why and How. IEEE Signal Process. Lett. 26 (1) (2019)
Vincent Lostanlen, Justin Salamon, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello
Robust sound event detection in bioacoustic sensor networks. CoRR (2019)
Vincent Lostanlen, Joakim Andén, Mathieu Lagrange
Extended playing techniques: The next milestone in musical instrument recognition. CoRR (2018)
Joakim Andén, Vincent Lostanlen, Stéphane Mallat
Classification with Joint Time-Frequency Scattering. CoRR (2018)
Vincent Lostanlen, Justin Salamon, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello
Birdvox-Full-Night: A Dataset and Benchmark for Avian Flight Call Detection. ICASSP (2018)
Vincent Lostanlen
Eigentriads and Eigenprogressions on the Tonnetz. CoRR (2018)
Mathieu Andreux, Tomás Angles, Georgios Exarchakis, Roberto Leonarduzzi, Gaspar Rochette, Louis Thiry, John Zarka, Stéphane Mallat, Joakim Andén, Eugene Belilovsky, Joan Bruna, Vincent Lostanlen, Matthew J. Hirn, Edouard Oyallon, Sixin Zhang, Carmine-Emanuele Cella, Michael Eickenberg
Kymatio: Scattering Transforms in Python. CoRR (2018)
Vincent Lostanlen
On Time-frequency Scattering and Computer Music. CoRR (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)
Vincent Lostanlen, Stéphane Mallat
Wavelet Scattering on the Pitch Spiral. CoRR (2016)
Vincent Lostanlen, Carmine-Emanuele Cella
Deep Convolutional Networks on the Pitch Spiral For Music Instrument Recognition. ISMIR (2016)
Vincent Lostanlen, Carmine-Emanuele Cella
Deep convolutional networks on the pitch spiral for music instrument recognition. CoRR (2016)
Joakim Andén, Vincent Lostanlen, Stéphane Mallat
Joint Time-Frequency Scattering for Audio Classification. CoRR (2015)
Joakim Andén, Vincent Lostanlen, Stéphane Mallat
Joint time-frequency scattering for audio classification. MLSP (2015)
Vincent Lostanlen, Stéphane Mallat
Transformée en scattering sur la spirale temps-chroma-octave. CoRR (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Vincent Lostanlen