Vincent Lostanlen

75
Documents

Publications

Publications

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

Vincent Lostanlen , Aurora Cramer , Justin Salamon , Andrew Farnsworth , Benjamin M. Van Doren et al.

IEEE/ACM Transactions on Audio, Speech and Language Processing, In press

Article dans une revue hal-04670882v2
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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
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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
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Mesostructures: Beyond Spectrogram Loss in Differentiable Time-Frequency Analysis

Cyrus Vahidi , Han Han , Changhong Wang , Mathieu Lagrange , György Fazekas et al.

Journal of the Audio Engineering Society, 2023, 71 (9), pp.577-585

Article dans une revue hal-04118474v1
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Learning to detect an animal sound from five examples

Inês Nolasco , Shubhr Singh , Veronica Morfi , Vincent Lostanlen , Ariana Strandburg-Peshkin et al.

Ecological Informatics, 2023, 77, pp.102258. ⟨10.1016/j.ecoinf.2023.102258⟩

Article dans une revue hal-04194322v1
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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
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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
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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 Rodriguez et al.

Physiological Measurement, 2022, 43 (9), pp.094002. ⟨10.1088/1361-6579/ac77d1⟩

Article dans une revue hal-03768767v1
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Automated acoustic monitoring captures timing and intensity of bird migration

Benjamin M van Doren , Vincent Lostanlen , Aurora Cramer , Justin Salamon , Adriaan Dokter et al.

Journal of Applied Ecology, 2022, ⟨10.1111/1365-2664.14342⟩

Article dans une revue hal-03979670v1
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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
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Polyphonic training set synthesis improves self-supervised urban sound classification

Félix Gontier , Vincent Lostanlen , Nicolas Fortin , Mathieu Lagrange , Catherine Lavandier et al.

Journal of the Acoustical Society of America, 2021, ⟨10.1121/10.0005277⟩

Article dans une revue hal-03262863v1
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Time-Frequency Scattering Accurately Models Auditory Similarities Between Instrumental Playing Techniques

Vincent Lostanlen , Christian El-Hajj , Mathias Rossignol , Grégoire Lafay , Joakim Andén et 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 Rochette et al.

Journal of Machine Learning Research, 2020, 21 (60), pp.1-6

Article dans une revue hal-02945354v1
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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
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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 Farnsworth et al.

IEEE Signal Processing Letters, 2019, 26 (1), pp.39-43. ⟨10.1109/LSP.2018.2878620⟩

Article dans une revue hal-03768723v1
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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
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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
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Robust Multicomponent Tracking of Ultrasonic Vocalizations

Reyhaneh Abbasi , Nicki Holighaus , Peter Balazs , Vincent Lostanlen , Dustin J. Penn et al.

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Apr 2025, Hyderabad, India

Communication dans un congrès hal-05002401v1
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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
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Residual Hybrid Filterbanks

Vincent Lostanlen , Xiran Zhang , Daniel Haider , Mathieu Lagrange , Martin Ehler et al.

IEEE Statistical Signal Processing Workshop (SSP), Jun 2025, Edinburgh, United Kingdom

Communication dans un congrès hal-05032079v1
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Bioacoustics on Tiny Hardware at the BioDCASE 2025 Challenge

Giovanni Carmantini , Yasmine Benhamadi , Matthieu Carreau , Minkyung Kwak , Ilaria Morandi et al.

Detection and Classification of Acoustic Scenes and Events (DCASE), Oct 2025, Barcelona, Spain

Communication dans un congrès hal-05304652v1
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Phantasmagoria: Sound Synthesis After the Turing Test

Vincent Lostanlen

Speculative Sound Synthesis Symposium, Sep 2024, Graz, Austria

Communication dans un congrès hal-04650754v4
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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
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STONE: Self-supervised Tonality Estimator

Yuexuan Kong , Vincent Lostanlen , Gabriel Meseguer-Brocal , Stella Wong , Mathieu Lagrange et al.

International Society for Music Information Retrieval Conference (ISMIR), Nov 2024, San Francisco, United States

Communication dans un congrès hal-04675781v1
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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
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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
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Fitting Auditory Filterbanks with Multiresolution Neural Networks

Vincent Lostanlen , Daniel Haider , Han Han , Mathieu Lagrange , Peter Balazs et 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
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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
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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

Few-shot bioacoustic event detection at the DCASE 2023 challenge

Ines Nolasco , Burooj Ghani , Shubhr Singh , Ester Vidaña-Vila , Helen Whitehead et al.

Detection and Classification of Acoustic Scenes and Events (DCASE), Oct 2023, Tampere, Finland

Communication dans un congrès hal-04265555v1

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
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Differentiable Time-Frequency Scattering On GPU

John Muradeli , Cyrus Vahidi , Changhong Wang , Han Han , Vincent Lostanlen et 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 Rodraguez et 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
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Few-shot bioacoustic event detection at the DCASE 2022 challenge

I Nolasco , S Singh , E Vidaña-Vila , E Grout , J Morford et al.

Detection and Classification of Acoustic Scenes and Events, Nov 2022, Nancy, France

Communication dans un congrès hal-03979696v1
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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
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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

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
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Self-calibrating Acoustic Sensor Networks with Per-Channel Energy Normalization

Vincent Lostanlen

Euronoise, Oct 2021, Madeira, Portugal

Communication dans un congrès hal-03381500v1
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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
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MONYC: Music of New York City Dataset

Magdalena Fuentes , Danielle Zhao , Vincent Lostanlen , Mark Cartwright , Charlie Mydlarz et 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
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Energy Efficiency is Not Enough: Towards a Batteryless Internet of Sounds

Vincent Lostanlen , Antoine Bernabeu , Jean-Luc Béchennec , Mikaël Briday , Sébastien Faucou et al.

Proceedings of the International Workshop on the Internet of Sounds (IWIS), Audio Mostly, Sep 2021, Trento, Italy

Communication dans un congrès hal-03324622v1
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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
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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
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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
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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
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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
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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