Vincent Lostanlen

87 papers A 1Misc 8Journal 53Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Musical Metamerism with Time-Frequency Scattering. CoRR Vincent Lostanlen, Han Han
2026	J	`jnl`	SCRAPL: Scattering Transform with Random Paths for Machine Learning. CoRR Christopher Mitcheltree, Vincent Lostanlen, Emmanouil Benetos, Mathieu Lagrange
2025	J	`jnl`	Aliasing in Convnets: A Frame-Theoretic Perspective. CoRR Daniel Haider, Vincent Lostanlen, Martin Ehler, Nicki Holighaus, Peter Balazs
2025	—	`conf`	Emergent musical properties of a transformer under contrastive self-supervised learning. ISMIR Yuexuan Kong, Gabriel Meseguer-Brocal, Vincent Lostanlen, Mathieu Lagrange, Romain Hennequin
2025	J	`jnl`	Emergent musical properties of a transformer under contrastive self-supervised learning. CoRR Yuexuan Kong, Gabriel Meseguer-Brocal, Vincent Lostanlen, Mathieu Lagrange, Romain Hennequin
2025	—	`conf`	Gradient Clipping Improves Neural Network Optimization for Perceptual Sound Matching. EUSIPCO Han Han, Vincent Lostanlen, Mathieu Lagrange
2025	—	`conf`	Multi-Class-Token Transformer for Multitask Self-supervised Music Information Retrieval. WASPAA Yuexuan Kong, Vincent Lostanlen, Romain Hennequin, Mathieu Lagrange, Gabriel Meseguer-Brocal
2025	J	`jnl`	Multi-Class-Token Transformer for Multitask Self-supervised Music Information Retrieval. CoRR Yuexuan Kong, Vincent Lostanlen, Romain Hennequin, Mathieu Lagrange, Gabriel Meseguer-Brocal
2025	—	`conf`	Residual Hybrid Filterbanks. SSP Vincent Lostanlen, Xiran Zhang, Daniel Haider, Mathieu Lagrange, Martin Ehler, Peter Balazs
2025	Misc	`conf`	Robust Multicomponent Tracking of Ultrasonic Vocalizations. ICASSP Reyhaneh Abbasi, Nicki Holighaus, Peter Balazs, Vincent Lostanlen, Dustin J. Penn, Sarah M. Zala
2025	Misc	`conf`	S-KEY: Self-supervised Learning of Major and Minor Keys from Audio. ICASSP Yuexuan Kong, Gabriel Meseguer-Brocal, Vincent Lostanlen, Mathieu Lagrange, Romain Hennequin
2025	J	`jnl`	S-KEY: Self-supervised Learning of Major and Minor Keys from Audio. CoRR Yuexuan Kong, Gabriel Meseguer-Brocal, Vincent Lostanlen, Mathieu Lagrange, Romain Hennequin
2025	J	`jnl`	Understanding Equivariant Self-Supervised Learning in Musical Pitch Class Space. IEEE Signal Process. Lett. Vincent Lostanlen, Yuexuan Kong, Gabriel Meseguer-Brocal, Mathieu Lagrange, Romain Hennequin
2024	J	`jnl`	BirdVoxDetect: Large-Scale Detection and Classification of Flight Calls for Bird Migration Monitoring. IEEE ACM Trans. Audio Speech Lang. Process. Vincent Lostanlen, Aurora Cramer, Justin Salamon, Andrew Farnsworth, Benjamin Van Doren, Steve Kelling, Juan Pablo Bello
2024	A	`conf`	Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement. INTERSPEECH Daniel Haider, Felix Perfler, Vincent Lostanlen, Martin Ehler, Peter Balazs
2024	J	`jnl`	Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement. CoRR Daniel Haider, Felix Perfler, Vincent Lostanlen, Martin Ehler, Péter Balázs
2024	J	`jnl`	Instabilities in Convnets for Raw Audio. IEEE Signal Process. Lett. Daniel Haider, Vincent Lostanlen, Martin Ehler, Péter Balázs
2024	J	`jnl`	Learning to Solve Inverse Problems for Perceptual Sound Matching. IEEE ACM Trans. Audio Speech Lang. Process. Han Han, Vincent Lostanlen, Mathieu Lagrange
2024	J	`jnl`	Machine listening in a neonatal intensive care unit. CoRR Modan Tailleur, Vincent Lostanlen, Jean-Philippe Rivière, Pierre Aumond
2024	—	`conf`	Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds. EUSIPCO Ilyass Moummad, Nicolas Farrugia, Romain Serizel, Jeremy Froidevaux, Vincent Lostanlen
2024	J	`jnl`	Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds. CoRR Ilyass Moummad, Nicolas Farrugia, Romain Serizel, Jeremy Froidevaux, Vincent Lostanlen
2024	J	`jnl`	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]. IEEE Signal Process. Mag. Gaël Richard, Vincent Lostanlen, Yi-Hsuan Yang, Meinard Müller
2024	—	`conf`	Rebound Effects Make Digital Audio Unsustainable. IS2 Vincent Lostanlen, Lucie Bouchet
2024	—	`conf`	STONE: Self-Supervised Tonality Estimator. ISMIR Yuexuan Kong, Vincent Lostanlen, Gabriel Meseguer-Brocal, Stella Wong, Mathieu Lagrange, Romain Hennequin
2024	J	`jnl`	STONE: Self-supervised Tonality Estimator. CoRR Yuexuan Kong, Vincent Lostanlen, Gabriel Meseguer-Brocal, Stella Wong, Mathieu Lagrange, Romain Hennequin
2023	J	`jnl`	Energy Preservation and Stability of Random Filterbanks. CoRR Daniel Haider, Vincent Lostanlen, Martin Ehler, Péter Balázs
2023	Misc	`conf`	Explainable audio Classification of Playing Techniques with Layer-wise Relevance Propagation. ICASSP Changhong Wang, Vincent Lostanlen, Mathieu Lagrange
2023	J	`jnl`	Few-shot bioacoustic event detection at the DCASE 2023 challenge. CoRR 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
2023	—	`conf`	Fitting Auditory Filterbanks with Multiresolution Neural Networks. WASPAA Vincent Lostanlen, Daniel Haider, Han Han, Mathieu Lagrange, Péter Balázs, Martin Ehler
2023	J	`jnl`	Fitting Auditory Filterbanks with Multiresolution Neural Networks. CoRR Vincent Lostanlen, Daniel Haider, Han Han, Mathieu Lagrange, Péter Balázs, Martin Ehler
2023	J	`jnl`	Learning to Solve Inverse Problems for Perceptual Sound Matching. CoRR Han Han, Vincent Lostanlen, Mathieu Lagrange
2023	J	`jnl`	Learning to detect an animal sound from five examples. CoRR 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
2023	J	`jnl`	Learning to detect an animal sound from five examples. Ecol. Informatics 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
2023	J	`jnl`	Mesostructures: Beyond Spectrogram Loss in Differentiable Time-Frequency Analysis. CoRR Cyrus Vahidi, Han Han, Changhong Wang, Mathieu Lagrange, György Fazekas, Vincent Lostanlen
2023	Misc	`conf`	Perceptual-Neural-Physical Sound Matching. ICASSP Han Han, Vincent Lostanlen, Mathieu Lagrange
2023	J	`jnl`	Perceptual-Neural-Physical Sound Matching. CoRR Han Han, Vincent Lostanlen, Mathieu Lagrange
2023	J	`jnl`	Zero-Note Samba: Self-Supervised Beat Tracking. IEEE ACM Trans. Audio Speech Lang. Process. Dorian Desblancs, Vincent Lostanlen, Romain Hennequin
2022	J	`jnl`	Adaptive Scattering Transforms for Playing Technique Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Changhong Wang, Emmanouil Benetos, Vincent Lostanlen, Elaine Chew
2022	J	`jnl`	Differentiable Time-Frequency Scattering in Kymatio. CoRR John Muradeli, Cyrus Vahidi, Changhong Wang, Han Han, Vincent Lostanlen, Mathieu Lagrange, George Fazekas
2022	—	`conf`	Exploring Eco-Acoustic Data with K-Determinantal Point Processes. DCASE Mohamed Outidrarine, Pierre Baudet, Vincent Lostanlen, Mathieu Lagrange, Juan Sebastian Ulloa
2022	—	`conf`	Few-Shot Bioacoustic Event Detection at the DCASE 2022 Challenge. DCASE 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
2022	J	`jnl`	Few-shot bioacoustic event detection at the DCASE 2022 challenge. CoRR Inês Nolasco, Shubhr Singh, E. Vidaña-Villa, Emily Grout, J. Morford, Michael G. Emmerson, Frants H. Jensen, Helen Whitehead, Ivan Kiskin, Ariana Strandburg-Peshkin, Lisa F. Gill, Hanna Pamula, Vincent Lostanlen, Veronica Morfi, Dan Stowell
2021	—	`conf`	Arrhythmia Classification of Reduced-Lead Electrocardiograms by Scattering-Recurrent Networks. CinC Philip A. Warrick, Vincent Lostanlen, Michael Eickenberg, Masun Nabhan Homsi, Adrián Campoy Rodríguez, Joakim Andén
2021	—	`conf`	Energy Efficiency is Not Enough: Towards a Batteryless Internet of Sounds. Audio Mostly Conference Vincent Lostanlen, Antoine Bernabeu, Jean-Luc Béchennec, Mikaël Briday, Sébastien Faucou, Mathieu Lagrange
2021	—	`conf`	Few-Shot Bioacoustic Event Detection: A New Task at the DCASE 2021 Challenge. DCASE Veronica Morfi, Inês Nolasco, Vincent Lostanlen, Shubhr Singh, Ariana Strandburg-Peshkin, Lisa F. Gill, Hanna Pamula, David Benvent, Dan Stowell
2021	—	`conf`	From HEAR to GEAR: Generative Evaluation of Audio Representations. HEAR@NeurIPS Vincent Lostanlen, Lingyao Yan, Xianyi Yang
2021	—	`conf`	MONYC: Music of New York City Dataset. DCASE Magdalena Fuentes, Danielle Zhao, Vincent Lostanlen, Mark Cartwright, Charlie Mydlarz, Juan Pablo Bello
2021	J	`jnl`	Time-frequency scattering accurately models auditory similarities between instrumental playing techniques. EURASIP J. Audio Speech Music. Process. Vincent Lostanlen, Christian El-Hajj, Mathias Rossignol, Grégoire Lafay, Joakim Andén, Mathieu Lagrange
2020	—	`conf`	Arrhythmia Classification of 12-lead Electrocardiograms by Hybrid Scattering-LSTM Networks. CinC Philip A. Warrick, Vincent Lostanlen, Michael Eickenberg, Joakim Andén, Masun Nabhan Homsi
2020	Misc	`conf`	Chirping up the Right Tree: Incorporating Biological Taxonomies into Deep Bioacoustic Classifiers. ICASSP Jason Cramer, Vincent Lostanlen, Andrew Farnsworth, Justin Salamon, Juan Pablo Bello
2020	J	`jnl`	Helicality: An Isomap-based Measure of Octave Equivalence in Audio Data. CoRR Sripathi Sridhar, Vincent Lostanlen
2020	J	`jnl`	Kymatio: Scattering Transforms in Python. J. Mach. Learn. Res. 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 Cella, Michael Eickenberg
2020	J	`jnl`	Learning a Lie Algebra from Unlabeled Data Pairs. CoRR Chris Ick, Vincent Lostanlen
2020	Misc	`conf`	Learning the Helix Topology of Musical Pitch. ICASSP Vincent Lostanlen, Sripathi Sridhar, Brian McFee, Andrew Farnsworth, Juan Pablo Bello
2020	J	`jnl`	One or Two Components? The Scattering Transform Answers. CoRR Vincent Lostanlen, Alice Cohen-Hadria, Juan Pablo Bello
2020	—	`conf`	One or Two Frequencies? The Scattering Transform Answers. EUSIPCO Vincent Lostanlen, Alice Cohen-Hadria, Juan Pablo Bello
2020	J	`jnl`	OrchideaSOL: a dataset of extended instrumental techniques for computer-aided orchestration. CoRR Carmine Emanuele Cella, Daniele Ghisi, Vincent Lostanlen, Fabien Lévy, Joshua Fineberg, Yan Maresz
2020	Misc	`conf`	Playing Technique Recognition by Joint Time-Frequency Scattering. ICASSP Changhong Wang, Vincent Lostanlen, Emmanouil Benetos, Elaine Chew
2020	—	`conf`	SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context. DCASE 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
2020	J	`jnl`	SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context. CoRR 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
2020	J	`jnl`	Time-Frequency Scattering Accurately Models Auditory Similarities Between Instrumental Playing Techniques. CoRR Vincent Lostanlen, Christian El-Hajj, Mathias Rossignol, Grégoire Lafay, Joakim Andén, Mathieu Lagrange
2020	J	`jnl`	wav2shape: Hearing the Shape of a Drum Machine. CoRR Han Han, Vincent Lostanlen
2019	—	`conf`	Adaptive Time-Frequency Scattering for Periodic Modulation Recognition in Music Signals. ISMIR Changhong Wang, Emmanouil Benetos, Vincent Lostanlen, Elaine Chew
2019	J	`jnl`	Joint Time-Frequency Scattering. IEEE Trans. Signal Process. Joakim Andén, Vincent Lostanlen, Stéphane Mallat
2019	J	`jnl`	Learning the helix topology of musical pitch. CoRR Vincent Lostanlen, Sripathi Sridhar, Brian McFee, Andrew Farnsworth, Juan Pablo Bello
2019	—	`conf`	Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization. DCASE Vincent Lostanlen, Kaitlin Palmer, Elly Knight, Christopher W. Clark, Holger Klinck, Andrew Farnsworth, Tina Wong, Jason Cramer, Juan Pablo Bello
2019	J	`jnl`	Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization. CoRR Vincent Lostanlen, Kaitlin Palmer, Elly Knight, Christopher W. Clark, Holger Klinck, Andrew Farnsworth, Tina Wong, Jason Cramer, Juan Pablo Bello
2019	J	`jnl`	Per-Channel Energy Normalization: Why and How. IEEE Signal Process. Lett. Vincent Lostanlen, Justin Salamon, Mark Cartwright, Brian McFee, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello
2019	J	`jnl`	Robust sound event detection in bioacoustic sensor networks. CoRR Vincent Lostanlen, Justin Salamon, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello
2019	—	`conf`	SONYC Urban Sound Tagging (SONYC-UST): A Multilabel Dataset from an Urban Acoustic Sensor Network. DCASE Mark Cartwright, Ana Elisa Méndez Méndez, Jason Cramer, Vincent Lostanlen, Graham Dove, Ho-Hsiang Wu, Justin Salamon, Oded Nov, Juan Pablo Bello
2019	J	`jnl`	The Shape of RemiXXXes to Come: Audio Texture Synthesis with Time-frequency Scattering. CoRR Vincent Lostanlen, Florian Hecker
2019	J	`jnl`	Une ou deux composantes ? La réponse de la diffusion en ondelettes. CoRR Vincent Lostanlen
2018	Misc	`conf`	Birdvox-Full-Night: A Dataset and Benchmark for Avian Flight Call Detection. ICASSP Vincent Lostanlen, Justin Salamon, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello
2018	J	`jnl`	Classification with Joint Time-Frequency Scattering. CoRR Joakim Andén, Vincent Lostanlen, Stéphane Mallat
2018	J	`jnl`	Eigentriads and Eigenprogressions on the Tonnetz. CoRR Vincent Lostanlen
2018	J	`jnl`	Extended playing techniques: The next milestone in musical instrument recognition. CoRR Vincent Lostanlen, Joakim Andén, Mathieu Lagrange
2018	—	`conf`	Extended playing techniques: the next milestone in musical instrument recognition. DLfm Vincent Lostanlen, Joakim Andén, Mathieu Lagrange
2018	J	`jnl`	Kymatio: Scattering Transforms in Python. CoRR 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 Cella, Michael Eickenberg
2018	J	`jnl`	On Time-frequency Scattering and Computer Music. CoRR Vincent Lostanlen
2018	J	`jnl`	Relevance-based quantization of scattering features for unsupervised mining of environmental audio. EURASIP J. Audio Speech Music. Process. Vincent Lostanlen, Grégoire Lafay, Joakim Andén, Mathieu Lagrange
2017	—	`—`	Convolutional operators in the time-frequency domain. (Opérateurs convolutionnels dans le plan temps-fréquence). Vincent Lostanlen
2016	—	`conf`	Deep Convolutional Networks on the Pitch Spiral For Music Instrument Recognition. ISMIR Vincent Lostanlen, Carmine-Emanuele Cella
2016	J	`jnl`	Deep convolutional networks on the pitch spiral for music instrument recognition. CoRR Vincent Lostanlen, Carmine-Emanuele Cella
2016	J	`jnl`	Wavelet Scattering on the Pitch Spiral. CoRR Vincent Lostanlen, Stéphane Mallat
2015	J	`jnl`	Joint Time-Frequency Scattering for Audio Classification. CoRR Joakim Andén, Vincent Lostanlen, Stéphane Mallat
2015	—	`conf`	Joint time-frequency scattering for audio classification. MLSP Joakim Andén, Vincent Lostanlen, Stéphane Mallat
2015	J	`jnl`	Transformée en scattering sur la spirale temps-chroma-octave. CoRR Vincent Lostanlen, Stéphane Mallat