Vincent Lostanlen

According to our database, Vincent Lostanlen authored at least 66 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Multi-Class-Token Transformer for Multitask Self-supervised Music Information Retrieval.

Yuexuan Kong, Vincent Lostanlen, Romain Hennequin, Mathieu Lagrange, Gabriel Meseguer-Brocal

CoRR, July, 2025

Aliasing in Convnets: A Frame-Theoretic Perspective.

Daniel Haider, Vincent Lostanlen, Martin Ehler, Nicki Holighaus, Peter Balazs

CoRR, July, 2025

Emergent musical properties of a transformer under contrastive self-supervised learning.

Yuexuan Kong, Gabriel Meseguer-Brocal, Vincent Lostanlen, Mathieu Lagrange, Romain Hennequin

CoRR, June, 2025

Residual Hybrid Filterbanks.

Vincent Lostanlen, Xiran Zhang, Daniel Haider, Mathieu Lagrange, Martin Ehler, Peter Balazs

Proceedings of the IEEE Statistical Signal Processing Workshop, 2025

S-KEY: Self-supervised Learning of Major and Minor Keys from Audio.

Yuexuan Kong, Gabriel Meseguer-Brocal, Vincent Lostanlen, Mathieu Lagrange, Romain Hennequin

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Robust Multicomponent Tracking of Ultrasonic Vocalizations.

Reyhaneh Abbasi, Nicki Holighaus, Peter Balazs, Vincent Lostanlen, Dustin J. Penn, Sarah M. Zala

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Model-Based Deep Learning for Music Information Research: Leveraging diverse knowledge sources to enhance explainability, controllability, and resource efficiency [Special Issue On Model-Based and Data-Driven Audio Signal Processing].

Gaël Richard, Vincent Lostanlen, Yi-Hsuan Yang, Meinard Müller

IEEE Signal Process. Mag., November, 2024

BirdVoxDetect: Large-Scale Detection and Classification of Flight Calls for Bird Migration Monitoring.

Vincent Lostanlen, Aurora Cramer, Justin Salamon, Andrew Farnsworth, Benjamin Van Doren, Steve Kelling, Juan Pablo Bello

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Learning to Solve Inverse Problems for Perceptual Sound Matching.

Han Han, Vincent Lostanlen, Mathieu Lagrange

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Instabilities in Convnets for Raw Audio.

Daniel Haider, Vincent Lostanlen, Martin Ehler, Péter Balázs

IEEE Signal Process. Lett., 2024

Machine listening in a neonatal intensive care unit.

Modan Tailleur, Vincent Lostanlen, Jean-Philippe Rivière, Pierre Aumond

CoRR, 2024

STONE: Self-Supervised Tonality Estimator.

Yuexuan Kong, Vincent Lostanlen, Gabriel Meseguer-Brocal, Stella Wong, Mathieu Lagrange, Romain Hennequin

Proceedings of the 25th International Society for Music Information Retrieval Conference, 2024

Rebound Effects Make Digital Audio Unsustainable.

Vincent Lostanlen, Lucie Bouchet

Proceedings of the 2024 IEEE 5th International Symposium on the Internet of Sounds (IS2), Erlangen, Germany, September 30, 2024

Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement.

Daniel Haider, Felix Perfler, Vincent Lostanlen, Martin Ehler, Peter Balazs

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds.

Ilyass Moummad, Nicolas Farrugia, Romain Serizel, Jeremy Froidevaux, Vincent Lostanlen

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Learning to detect an animal sound from five examples.

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

Ecol. Informatics, November, 2023

Zero-Note Samba: Self-Supervised Beat Tracking.

Dorian Desblancs, Vincent Lostanlen, Romain Hennequin

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Energy Preservation and Stability of Random Filterbanks.

Daniel Haider, Vincent Lostanlen, Martin Ehler, Péter Balázs

CoRR, 2023

Few-shot bioacoustic event detection at the DCASE 2023 challenge.

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

CoRR, 2023

Learning to detect an animal sound from five examples.

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

CoRR, 2023

Mesostructures: Beyond Spectrogram Loss in Differentiable Time-Frequency Analysis.

Cyrus Vahidi, Han Han, Changhong Wang, Mathieu Lagrange, György Fazekas, Vincent Lostanlen

CoRR, 2023

Fitting Auditory Filterbanks with Multiresolution Neural Networks.

Vincent Lostanlen, Daniel Haider, Han Han, Mathieu Lagrange, Péter Balázs, Martin Ehler

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Explainable audio Classification of Playing Techniques with Layer-wise Relevance Propagation.

Changhong Wang, Vincent Lostanlen, Mathieu Lagrange

Proceedings of the IEEE International Conference on Acoustics, 2023

Perceptual-Neural-Physical Sound Matching.

Han Han, Vincent Lostanlen, Mathieu Lagrange

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Adaptive Scattering Transforms for Playing Technique Recognition.

Changhong Wang, Emmanouil Benetos, Vincent Lostanlen, Elaine Chew

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Differentiable Time-Frequency Scattering in Kymatio.

John Muradeli, Cyrus Vahidi, Changhong Wang, Han Han, Vincent Lostanlen, Mathieu Lagrange, George Fazekas

CoRR, 2022

Exploring Eco-Acoustic Data with K-Determinantal Point Processes.

Mohamed Outidrarine, Pierre Baudet, Vincent Lostanlen, Mathieu Lagrange, Juan Sebastian Ulloa

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

Few-Shot Bioacoustic Event Detection at the DCASE 2022 Challenge.

Inês Nolasco, Shubhr Singh, E. Vidaña-Villa, Emily Grout, J. Morford, Michael G. Emmerson, Frants H. Jensen, Ivan Kiskin, Helen Whitehead, Ariana Strandburg-Peshkin, Lisa F. Gill, Hanna Pamula, Vincent Lostanlen, Veronica Morfi, Dan Stowell

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

2021

Time-frequency scattering accurately models auditory similarities between instrumental playing techniques.

Vincent Lostanlen, Christian El-Hajj, Mathias Rossignol, Grégoire Lafay, Joakim Andén, Mathieu Lagrange

EURASIP J. Audio Speech Music. Process., 2021

From HEAR to GEAR: Generative Evaluation of Audio Representations.

Vincent Lostanlen, Lingyao Yan, Xianyi Yang

Proceedings of the HEAR: Holistic Evaluation of Audio Representations, 2021

Few-Shot Bioacoustic Event Detection: A New Task at the DCASE 2021 Challenge.

Veronica Morfi, Inês Nolasco, Vincent Lostanlen, Shubhr Singh, Ariana Strandburg-Peshkin, Lisa F. Gill, Hanna Pamula, David Benvent, Dan Stowell

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

MONYC: Music of New York City Dataset.

Magdalena Fuentes, Danielle Zhao, Vincent Lostanlen, Mark Cartwright, Charlie Mydlarz, Juan Pablo Bello

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

Arrhythmia Classification of Reduced-Lead Electrocardiograms by Scattering-Recurrent Networks.

Philip A. Warrick, Vincent Lostanlen, Michael Eickenberg, Masun Nabhan Homsi, Adrián Campoy Rodríguez, Joakim Andén

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Energy Efficiency is Not Enough: Towards a Batteryless Internet of Sounds.

Vincent Lostanlen, Antoine Bernabeu, Jean-Luc Béchennec, Mikaël Briday, Sébastien Faucou, Mathieu Lagrange

Proceedings of the AM '21: Audio Mostly 2021, 2021

2020

Kymatio: Scattering Transforms in Python.

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

J. Mach. Learn. Res., 2020

Helicality: An Isomap-based Measure of Octave Equivalence in Audio Data.

Sripathi Sridhar, Vincent Lostanlen

CoRR, 2020

Learning a Lie Algebra from Unlabeled Data Pairs.

Chris Ick, Vincent Lostanlen

CoRR, 2020

wav2shape: Hearing the Shape of a Drum Machine.

Han Han, Vincent Lostanlen

CoRR, 2020

OrchideaSOL: a dataset of extended instrumental techniques for computer-aided orchestration.

Carmine-Emanuele Cella, Daniele Ghisi, Vincent Lostanlen, Fabien Lévy, Joshua Fineberg, Yan Maresz

CoRR, 2020

One or Two Components? The Scattering Transform Answers.

Vincent Lostanlen, Alice Cohen-Hadria, Juan Pablo Bello

CoRR, 2020

Playing Technique Recognition by Joint Time-Frequency Scattering.

Changhong Wang, Vincent Lostanlen, Emmanouil Benetos, Elaine Chew

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Learning the Helix Topology of Musical Pitch.

Vincent Lostanlen, Sripathi Sridhar, Brian McFee, Andrew Farnsworth, Juan Pablo Bello

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Chirping up the Right Tree: Incorporating Biological Taxonomies into Deep Bioacoustic Classifiers.

Jason Cramer, Vincent Lostanlen, Andrew Farnsworth, Justin Salamon, Juan Pablo Bello

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

One or Two Frequencies? The Scattering Transform Answers.

Vincent Lostanlen, Alice Cohen-Hadria, Juan Pablo Bello

Proceedings of the 28th European Signal Processing Conference, 2020

SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context.

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

Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

Arrhythmia Classification of 12-lead Electrocardiograms by Hybrid Scattering-LSTM Networks.

Philip A. Warrick, Vincent Lostanlen, Michael Eickenberg, Joakim Andén, Masun Nabhan Homsi

Proceedings of the Computing in Cardiology, 2020

2019

Joint Time-Frequency Scattering.

Joakim Andén, Vincent Lostanlen, Stéphane Mallat

IEEE Trans. Signal Process., 2019

Per-Channel Energy Normalization: Why and How.

Vincent Lostanlen, Justin Salamon, Mark Cartwright, Brian McFee, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello

IEEE Signal Process. Lett., 2019

The Shape of RemiXXXes to Come: Audio Texture Synthesis with Time-frequency Scattering.

Vincent Lostanlen, Florian Hecker

CoRR, 2019

Une ou deux composantes ? La réponse de la diffusion en ondelettes.

Vincent Lostanlen

CoRR, 2019

Robust sound event detection in bioacoustic sensor networks.

Vincent Lostanlen, Justin Salamon, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello

CoRR, 2019

Adaptive Time-Frequency Scattering for Periodic Modulation Recognition in Music Signals.

Changhong Wang, Emmanouil Benetos, Vincent Lostanlen, Elaine Chew

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization.

Vincent Lostanlen, Kaitlin Palmer, Elly Knight, Christopher W. Clark, Holger Klinck, Andrew Farnsworth, Tina Wong, Jason Cramer, Juan Pablo Bello

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

SONYC Urban Sound Tagging (SONYC-UST): A Multilabel Dataset from an Urban Acoustic Sensor Network.

Mark Cartwright, Ana Elisa Méndez Méndez, Jason Cramer, Vincent Lostanlen, Graham Dove, Ho-Hsiang Wu, Justin Salamon, Oded Nov, Juan Pablo Bello

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

2018

Relevance-based quantization of scattering features for unsupervised mining of environmental audio.

Vincent Lostanlen, Grégoire Lafay, Joakim Andén, Mathieu Lagrange

EURASIP J. Audio Speech Music. Process., 2018

Kymatio: Scattering Transforms in Python.

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

CoRR, 2018

On Time-frequency Scattering and Computer Music.

Vincent Lostanlen

CoRR, 2018

Eigentriads and Eigenprogressions on the Tonnetz.

Vincent Lostanlen

CoRR, 2018

Classification with Joint Time-Frequency Scattering.

Joakim Andén, Vincent Lostanlen, Stéphane Mallat

CoRR, 2018

Birdvox-Full-Night: A Dataset and Benchmark for Avian Flight Call Detection.

Vincent Lostanlen, Justin Salamon, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Extended playing techniques: the next milestone in musical instrument recognition.

Vincent Lostanlen, Joakim Andén, Mathieu Lagrange

Proceedings of the 5th International Conference on Digital Libraries for Musicology, 2018

2017

Convolutional operators in the time-frequency domain. (Opérateurs convolutionnels dans le plan temps-fréquence).

Vincent Lostanlen

PhD thesis, 2017

2016

Wavelet Scattering on the Pitch Spiral.

Vincent Lostanlen, Stéphane Mallat

CoRR, 2016

Deep Convolutional Networks on the Pitch Spiral For Music Instrument Recognition.

Vincent Lostanlen, Carmine-Emanuele Cella

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

2015

Transformée en scattering sur la spirale temps-chroma-octave.

Vincent Lostanlen, Stéphane Mallat

CoRR, 2015

Joint time-frequency scattering for audio classification.

Joakim Andén, Vincent Lostanlen, Stéphane Mallat

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015