Vincent Lostanlen

Publications

Article dans une revue (21)

Temporal shift in Eurasian Blackbird Turdus merula and European Robin Erithacus rubecula song under urban pressures Laurent Godet,Abel Prampart,Yasmine Benhamadi,Vincent Lostanlen,Pierre Aumond Bird Study, 2025, 72 (4), pp.346-358. ⟨10.1080/00063657.2025.2513543⟩ Article dans une revue hal-05162583v2
Understanding Equivariant Self-Supervised Learning in Musical Pitch Class Space Vincent Lostanlen,Yuexuan Kong,Gabriel Meseguer-Brocal,Mathieu Lagrange,Romain Hennequin IEEE Signal Processing Letters, 2025 Article dans une revue hal-05297975v1
Editorial: Can technology save biodiversity? Vincent Lostanlen,Gladys Barragan-Jason,Arnaud Elger,Maxime Cauchoix Frontiers in Conservation Science, 2025, 6, pp.1646634. ⟨10.3389/fcosc.2025.1646634⟩ Article dans une revue hal-05338947v1
BirdVoxDetect : Large-Scale Detection and Classification of Flight Calls for Bird Migration Monitoring Vincent Lostanlen,Aurora Cramer,Justin Salamon,Andrew Farnsworth,Benjamin M. Van Dorenet al. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2024, ⟨10.1109/TASLP.2024.3444486⟩ Article dans une revue hal-04670882v2
Learning to Solve Inverse Problems for Perceptual Sound Matching Han Han,Vincent Lostanlen,Mathieu Lagrange IEEE/ACM Transactions on Audio, Speech and Language Processing, 2024, 32, pp.2605-2615. ⟨10.1109/TASLP.2024.3393738⟩ Article dans une revue hal-04580765v1
Instabilities in Convnets for Raw Audio Daniel Haider,Vincent Lostanlen,Martin Ehler,Peter Balazs IEEE Signal Processing Letters, 2024, 31, pp.1084-1088. ⟨10.1109/LSP.2024.3386492⟩ Article dans une revue hal-04528116v1
Model-Based Deep Learning for Music Information Research: Leveraging diverse knowledge sources to enhance explainability, controllability, and resource efficiency Gael Richard,Vincent Lostanlen,Yi-Hsuan Yang,Meinard Müller IEEE Signal Processing Magazine, 2024, 41 (6), ⟨10.1109/MSP.2024.3415569⟩ Article dans une revue hal-04611461v2
Mesostructures: Beyond Spectrogram Loss in Differentiable Time-Frequency Analysis Cyrus Vahidi,Han Han,Changhong Wang,Mathieu Lagrange,György Fazekaset al. Journal of the Audio Engineering Society, 2023, 71 (9), pp.577-585 Article dans une revue hal-04118474v1
Learning to detect an animal sound from five examples Inês Nolasco,Shubhr Singh,Veronica Morfi,Vincent Lostanlen,Ariana Strandburg-Peshkinet al. Ecological Informatics, 2023, 77, pp.102258. ⟨10.1016/j.ecoinf.2023.102258⟩ Article dans une revue hal-04194322v1
Zero-Note Samba: Self-Supervised Beat Tracking Dorian Desblancs,Vincent Lostanlen,Romain Hennequin IEEE/ACM Transactions on Audio, Speech and Language Processing, 2023, pp.1-13. ⟨10.1109/TASLP.2023.3297963⟩ Article dans une revue hal-03669865v2
From HEAR to GEAR: Generative Evaluation of Audio Representations Vincent Lostanlen,Lingyao Yan,Xianyi Yang Proceedings of Machine Learning Research, 2023, 166, pp.48-64 Article dans une revue hal-03979667v1
Arrhythmia classification of 12-lead and reduced-lead electrocardiograms via recurrent networks, scattering, and phase harmonic correlation Philip Warrick,Vincent Lostanlen,Michael Eickenberg,Masun Nabhan Homsi,Adrián Campoy Rodriguezet al. Physiological Measurement, 2022, 43 (9), pp.094002. ⟨10.1088/1361-6579/ac77d1⟩ Article dans une revue hal-03768767v1
Automated acoustic monitoring captures timing and intensity of bird migration Benjamin M van Doren,Vincent Lostanlen,Aurora Cramer,Justin Salamon,Adriaan Dokteret al. Journal of Applied Ecology, 2022, ⟨10.1111/1365-2664.14342⟩ Article dans une revue hal-03979670v1
Adaptive Scattering Transforms for Playing Technique Recognition Changhong Wang,Emmanouil Benetos,Vincent Lostanlen,Elaine Chew IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, 30, pp.1407-1421. ⟨10.1109/TASLP.2022.3156785⟩ Article dans une revue hal-03629482v2
Polyphonic training set synthesis improves self-supervised urban sound classification Félix Gontier,Vincent Lostanlen,Nicolas Fortin,Mathieu Lagrange,Catherine Lavandieret al. Journal of the Acoustical Society of America, 2021, ⟨10.1121/10.0005277⟩ Article dans une revue hal-03262863v1
Time-Frequency Scattering Accurately Models Auditory Similarities Between Instrumental Playing Techniques Vincent Lostanlen,Christian El-Hajj,Mathias Rossignol,Grégoire Lafay,Joakim Andénet al. EURASIP Journal on Audio, Speech, and Music Processing, 2021, 1 (1), pp.1-21. ⟨10.1186/s13636-020-00187-z⟩ Article dans une revue hal-03000693v1
Kymatio: Scattering Transforms in Python Mathieu Andreux,Tomás Angles,Georgios Exarchakis,Roberto Leonarduzzi,Gaspar Rochetteet al. Journal of Machine Learning Research, 2020, 21 (60), pp.1-6 Article dans une revue hal-02945354v1
Fourier at the heart of computer music: From harmonic sounds to texture Vincent Lostanlen,Joakim Andén,Mathieu Lagrange Comptes Rendus. Physique, 2019, ⟨10.1016/j.crhy.2019.07.005⟩ Article dans une revue hal-02283200v1
Robust sound event detection in bioacoustic sensor networks Vincent Lostanlen,Justin Salamon,Andrew Farnsworth,Steve Kelling,Juan Pablo Bello PLoS ONE, 2019, 14 (10), pp.e0214168. ⟨10.1371/journal.pone.0214168⟩ Article dans une revue hal-03979672v1
Per-Channel Energy Normalization: Why and How Vincent Lostanlen,Justin Salamon,Mark Cartwright,Brian Mcfee,Andrew Farnsworthet al. IEEE Signal Processing Letters, 2019, 26 (1), pp.39-43. ⟨10.1109/LSP.2018.2878620⟩ Article dans une revue hal-03768723v1
Relevance-based quantization of scattering features for unsupervised mining of environmental audio Vincent Lostanlen,Grégoire Lafay,Joakim Andén,Mathieu Lagrange EURASIP Journal on Audio, Speech, and Music Processing, 2018, 2018 (1), ⟨10.1186/s13636-018-0138-4⟩ Article dans une revue hal-01887403v1

Communication dans un congrès (48)

SCRAPL: Scattering Transform with Random Paths for Machine Learning Christopher Mitcheltree,Vincent Lostanlen,Emmanouil Benetos,Mathieu Lagrange International Conference on Learning Representations (ICLR), Apr 2026, Rio de Janeiro, Brazil. ⟨10.48550/arXiv.2602.11145⟩ Communication dans un congrès hal-05512410v1
GuqinSonGest: A multimodal and historically grounded dataset of guqin playing techniques Han Han,Vincent Lostanlen,Mathieu Lagrange Sound and Music Computing Conference (SMC), Jul 2025, Graz, Austria Communication dans un congrès hal-05095944v1
Un réseau de neurones frugal pour la détection bioacoustique Matthieu Carreau,Sébastien Faucou,Pierre-Emmanuel Hladik,Vincent Lostanlen GRETSI’25, Aug 2025, Strasbourg, France Communication dans un congrès hal-05151229v1
Residual Hybrid Filterbanks Vincent Lostanlen,Xiran Zhang,Daniel Haider,Mathieu Lagrange,Martin Ehleret al. IEEE Statistical Signal Processing Workshop (SSP), Jun 2025, Edinburgh, United Kingdom Communication dans un congrès hal-05032079v1
Bioacoustics on Tiny Hardware at the BioDCASE 2025 Challenge Giovanni Carmantini,Yasmine Benhamadi,Matthieu Carreau,Minkyung Kwak,Ilaria Morandiet al. Detection and Classification of Acoustic Scenes and Events (DCASE), Oct 2025, Barcelona, Spain Communication dans un congrès hal-05304652v1
Le streaming comme infrastructure et comme mode de vie Vincent Lostanlen Rencontres nationales des recherches en musique, Direction générale de la création artistique, Mar 2025, Saint-Denis, France Communication dans un congrès hal-05002450v2
S-KEY: Self-Supervised Learning of Major and Minor Keys from Audio Yuexuan Kong,Gabriel Meseguer-Brocal,Vincent Lostanlen,Mathieu Lagrange,Romain Hennequin IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2025, Hyderabad, India Communication dans un congrès hal-04993646v1
Listening is Better Understood with: Minds, Milieux, Machines and; Musics Etienne Thoret,Vincent Lostanlen International Symposium on Computer Music Multidisciplinary Research (CMMR), Nov 2025, Londres (Grande Bretagne), United Kingdom. ⟨10.5281/zenodo.17502661⟩ Communication dans un congrès hal-05352701v1
Multi-Class-Token Transformer for Multitask Self-supervised Music Information Retrieval Yuexuan Kong,Vincent Lostanlen,Romain Hennequin,Mathieu Lagrange,Gabriel Meseguer-Brocal IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2025, Tahoe City, CA, United States Communication dans un congrès hal-05167812v1
STOMP! Self-supervised beat induction by matching pulses Vincent Lostanlen,Yuexuan Kong,Gabriel Meseguer-Brocal,Mathieu Lagrange,Romain Hennequin International Society for Music Information Retrieval Late-Breaking/Demo (ISMIR-LBD), Sep 2025, Daejeon, South Korea Communication dans un congrès hal-05198878v2
Emergent musical properties of a transformer under contrastive self-supervised learning Yuexuan Kong,Gabriel Meseguer-Brocal,Vincent Lostanlen,Mathieu Lagrange,Romain Hennequin Proceedings of the International Society on Music Information Retrieval (ISMIR) Conference, Sep 2025, Daejeon, South Korea Communication dans un congrès hal-05137826v1
Taking Advantage of Emergent Properties of a Transformer for Music Representation Learning Yuexuan Kong,Vincent Lostanlen,Romain Hennequin,Mathieu Lagrange,Gabriel Meseguer-Brocal Digital Music Research Network (DMRN), Dec 2025, Londres, United Kingdom Communication dans un congrès hal-05433459v1
Gradient Clipping Improves Neural Network Optimization for Perceptual Sound Matching Han Han,Vincent Lostanlen,Mathieu Lagrange European Signal Processing Conference (EUSIPCO), Sep 2025, Palermo, Italy Communication dans un congrès hal-05124224v1
Robust Deconvolution with Parseval Filterbanks Rossen Nenov,Vincent Lostanlen,Peter Balazs IEEE International Conference on Sampling Theory and Applications (SampTA), Jul 2025, Vienne, Austria Communication dans un congrès hal-05006852v1
Robust Multicomponent Tracking of Ultrasonic Vocalizations Reyhaneh Abbasi,Nicki Holighaus,Peter Balazs,Vincent Lostanlen,Dustin J. Pennet al. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Apr 2025, Hyderabad, India Communication dans un congrès hal-05002401v1
Rebound Effects Make Digital Audio Unsustainable Vincent Lostanlen,Lucie Bouchet IEEE International Symposium on the Internet of Sounds (IS2), Sep 2024, Erlangen, Germany Communication dans un congrès hal-04701414v2
Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds Ilyass Moummad,Nicolas Farrugia,Romain Serizel,Jeremy Froidevaux,Vincent Lostanlen EUSIPCO 2024: 32nd European Signal Processing Conference, Aug 2024, Lyon, France. pp.1282-1286, ⟨10.23919/EUSIPCO63174.2024.10715140⟩ Communication dans un congrès hal-04620733v1
Hold Me Tight : Stable Encoder-Decoder Design for Speech Enhancement Daniel Haider,Felix Perfler,Vincent Lostanlen,Martin Ehler,Peter Balazs INTERSPEECH, International Speech Communication Association (ISCA), Sep 2024, Kos, Greece Communication dans un congrès hal-04708073v1
Structure Versus Randomness in Computer Music and the Scientific Legacy of Jean-Claude Risset Vincent Lostanlen Journées d'Informatique Musicale, May 2024, Marseille, France Communication dans un congrès hal-04571550v2
Phantasmagoria: Sound Synthesis After the Turing Test Vincent Lostanlen Speculative Sound Synthesis Symposium, Sep 2024, Graz, Austria Communication dans un congrès hal-04650754v4
Towards Differentiable Motor Control of Bird Vocalizations Vincent Lostanlen Vocal Interactivity in-and-between Humans, Animals, and Robots (VIHAR), Sep 2024, Kos, Greece Communication dans un congrès hal-04660514v2
STONE: Self-supervised Tonality Estimator Yuexuan Kong,Vincent Lostanlen,Gabriel Meseguer-Brocal,Stella Wong,Mathieu Lagrangeet al. International Society for Music Information Retrieval Conference (ISMIR), Nov 2024, San Francisco, United States Communication dans un congrès hal-04675781v1
Machine listening in a neonatal intensive care unit Modan Tailleur,Vincent Lostanlen,Jean-Philippe Rivière,Pierre Aumond Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), Oct 2024, Tokyo, Japan Communication dans un congrès hal-04698561v2
Towards multisensory control of physical modeling synthesis Loïc Jankowiak,Han Han,Vincent Lostanlen,Mathieu Lagrange International Congress & Exposition on Noise Control Engineering (Inter-Noise), Aug 2024, Nantes, France Communication dans un congrès hal-04579720v1
Trainable signal encoders that are robust against noise Peter Balazs,Daniel Haider,Vincent Lostanlen,Felix Perfler International Congress and Exposition on Noise Control Engineering (Inter-Noise), Aug 2024, Nantes (France), France Communication dans un congrès hal-04697953v1
Perceptual–Neural–Physical Sound Matching Han Han,Vincent Lostanlen,Mathieu Lagrange Proceedings of the International Conference on Acoustics, Speech, and Signal Processing, Jun 2023, Rhodes Island, Greece, France. pp.1-5, ⟨10.1109/ICASSP49357.2023.10095391⟩ Communication dans un congrès hal-04027307v1
Fitting Auditory Filterbanks with Multiresolution Neural Networks Vincent Lostanlen,Daniel Haider,Han Han,Mathieu Lagrange,Peter Balazset al. IEEE Workshop on Applications of Signal Processing to Acoustics and Audio (WASPAA 2023), IEEE, Oct 2023, New Paltz, NY, United States. pp.1-5, ⟨10.1109/WASPAA58266.2023.10248131⟩ Communication dans un congrès hal-04170940v1
Anthropization and bird song in the Loire Estuary, France L. Godet,Abel Prampart,Vincent Lostanlen Congrès du centenaire de l'Union Géographique Internationale (UGI), UGI, Jul 2023, Paris, France Communication dans un congrès hal-04136348v1
Explainable Audio Classification of Playing Techniques with Layer-wise Relevance Propagation Changhong Wang,Vincent Lostanlen,Mathieu Lagrange 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Jun 2023, Rhodes, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10095894⟩ Communication dans un congrès hal-04029145v1
Apprentissage de variété riemannienne pour l'analyse-synthèse de signaux non stationnaires Han Han,Vincent Lostanlen,Mathieu Lagrange XXIXème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2023 ), Aug 2023, Grenoble, France Communication dans un congrès hal-04145714v1
Timing of dawn chorus in songbirds along an anthropization gradient: a species and community approach L. Godet,Abel Prampart,Vincent Lostanlen,Pierre Aumond International Congress for Conservation Biology (ICCB), Society for Conservation Biology, Jul 2023, Kigali, Rwanda Communication dans un congrès hal-04136245v1
Few-shot bioacoustic event detection at the DCASE 2023 challenge Ines Nolasco,Burooj Ghani,Shubhr Singh,Ester Vidaña-Vila,Helen Whiteheadet al. Detection and Classification of Acoustic Scenes and Events (DCASE), Oct 2023, Tampere, Finland Communication dans un congrès hal-04265555v1
Efficient Evaluation Algorithms for Sound Event Detection Vincent Lostanlen,Brian Mcfee 8th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2023), Oct 2023, Tampere, Finland Communication dans un congrès hal-04180328v3
Differentiable Time-Frequency Scattering On GPU John Muradeli,Cyrus Vahidi,Changhong Wang,Han Han,Vincent Lostanlenet al. Digital Audio Effects Conference (DAFx), Sep 2022, Vienna, Austria Communication dans un congrès hal-03863423v1
Arrhythmia Classification of Reduced-Lead Electrocardiograms by Scattering-Recurrent Networks Philip Warrick,Vincent Lostanlen,Michael Eickenberg,Masun Nabhan Homsi,Adrian Campoy Rodraguezet al. 2021 Computing in Cardiology (CinC), Sep 2021, Brno, Czech Republic. pp.1-4, ⟨10.23919/CinC53138.2021.9662908⟩ Communication dans un congrès hal-05212964v1
Few-shot bioacoustic event detection at the DCASE 2022 challenge I Nolasco,S Singh,E Vidaña-Vila,E Grout,J Morfordet al. Detection and Classification of Acoustic Scenes and Events, Nov 2022, Nancy, France Communication dans un congrès hal-03979696v1
Exploring Eco-Acoustic Data with K-Determinantal Point Processes Mohamed Outidrarine,Pierre Baudet,Vincent Lostanlen,Mathieu Lagrange,Juan Sebastián Ulloa DCASE 2022 - International Workshop on Detection and Classification of Acoustic Scenes and Events, 2022, Nancy, France Communication dans un congrès hal-03829922v1
Un processus ponctuel déterminantal fini pour l'exploration de données éco-acoustiques Pierre Baudet,Mohamed Outidrarine,Vincent Lostanlen,Mathieu Lagrange,Juan Sebastián Ulloa GRETSI 2022, Sep 2022, Nancy, France Communication dans un congrès hal-03774508v2
MONYC: Music of New York City Dataset Magdalena Fuentes,Danielle Zhao,Vincent Lostanlen,Mark Cartwright,Charlie Mydlarzet al. Detection and Classification of Acoustic Scenes and Events (DCASE), Nov 2021, Online, Spain. pp.191-195 Communication dans un congrès hal-03416126v1
Exploring the timing of bird chorus along an anthropization gradient through a deep learning method and geomatic solutions L. Godet,Vincent Lostanlen International Congress for Conservation Biology 2021, Dec 2021, Kigali, Rwanda Communication dans un congrès hal-04168598v1
Self-calibrating Acoustic Sensor Networks with Per-Channel Energy Normalization Vincent Lostanlen Euronoise, Oct 2021, Madeira, Portugal Communication dans un congrès hal-03381500v1
Synopsis Seriation: A computer music piece made with time-frequency scattering and information geometry Vincent Lostanlen,Florian Hecker Journées d'Informatique Musicale 2021, AFIM, Jul 2021, Visioconférences, France Communication dans un congrès hal-03313639v1
Energy Efficiency is Not Enough: Towards a Batteryless Internet of Sounds Vincent Lostanlen,Antoine Bernabeu,Jean-Luc Béchennec,Mikaël Briday,Sébastien Faucouet al. Proceedings of the International Workshop on the Internet of Sounds (IWIS), Audio Mostly, Sep 2021, Trento, Italy Communication dans un congrès hal-03324622v1
An interactive Human-Animal-Robot approach to distance sampling in bioacoustics Vincent Lostanlen,Mathieu Lagrange,L. Godet,Pierrick Arnaud,Marc Du Gardin 3rd International Workshop on Vocal Interactivity in-and-between Humans, Animals and Robots, Oct 2021, Paris, France Communication dans un congrès hal-04168608v1
WAV2SHAPE: Hearing the Shape of A Drum Machine Han Han,Vincent Lostanlen Forum Acusticum, Dec 2020, Lyon, France. pp.647-654, ⟨10.48465/fa.2020.0087⟩ Communication dans un congrès hal-03234049v1
Playing Technique Recognition by Joint Time–Frequency Scattering Changhong Wang,Vincent Lostanlen,Emmanouil Benetos,Elaine Chew ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona (virtual), Spain. pp.881-885, ⟨10.1109/ICASSP40776.2020.9053474⟩ Communication dans un congrès hal-03277686v1
Adaptive Time-frequency Scattering for Periodic Modulation Recognition in Music Signals Changhong Wang,Emmanouil Benetos,Vincent Lostanlen,Elaine Chew 20th International Society for Music Information Retrieval Conference, Nov 2019, Delft, Netherlands Communication dans un congrès hal-03277683v1
Extended playing techniques: The next milestone in musical instrument recognition Vincent Lostanlen,Joakim Andén,Mathieu Lagrange 5th International Conference on Digital Libraries for Musicology, Sep 2018, Paris, France Communication dans un congrès hal-01864986v1

Pré-publication, Document de travail (4)

S-KEY: Self-supervised Learning of Major and Minor Keys from Audio Yuexuan Kong,Gabriel Meseguer-Brocal,Vincent Lostanlen,Mathieu Lagrange,Romain Hennequin 2025 Pré-publication, Document de travail hal-04733487v2
Musical Metamerism with Time–Frequency Scattering Vincent Lostanlen,Han Han 2024 Pré-publication, Document de travail hal-05499572v1
Temporal structure of avian dawn chorus along an urbanization gradient Laurent Godet,Abel Prampart,Vincent Lostanlen,Jean Nabucet,Pierre Aumond 2023 Pré-publication, Document de travail hal-04261154v1
Differentiable Time-Frequency Scattering on GPU John Muradeli,Cyrus Vahidi,Changhong Wang,Han Han,Vincent Lostanlenet al. 2022 Pré-publication, Document de travail hal-03768770v1

Rapport (1)

Prolégomènes aux réseaux de neurones multirésolution Vincent Lostanlen [Rapport de recherche] Cornell Lab of Ornithology; New York University. 2020 Rapport (rapport de recherche) hal-02426057v1

Thèse (1)

Convolutional operators in the time-frequency domain Vincent Lostanlen Signal and Image Processing. Université Paris sciences et lettres, 2017. English. ⟨NNT : 2017PSLEE012⟩ Thèse tel-01559667v1