Vincent Lostanlen

According to our database1, Vincent Lostanlen authored at least 40 papers between 2015 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2022
Adaptive Scattering Transforms for Playing Technique Recognition.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Few-shot bioacoustic event detection at the DCASE 2022 challenge.
CoRR, 2022

Differentiable Time-Frequency Scattering in Kymatio.
CoRR, 2022

2021
Time-frequency scattering accurately models auditory similarities between instrumental playing techniques.
EURASIP J. Audio Speech Music. Process., 2021

Few-Shot Bioacoustic Event Detection: A New Task at the DCASE 2021 Challenge.
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.
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.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Energy Efficiency is Not Enough: Towards a Batteryless Internet of Sounds.
Proceedings of the AM '21: Audio Mostly 2021, 2021

2020
Kymatio: Scattering Transforms in Python.
J. Mach. Learn. Res., 2020

Helicality: An Isomap-based Measure of Octave Equivalence in Audio Data.
CoRR, 2020

Learning a Lie Algebra from Unlabeled Data Pairs.
CoRR, 2020

wav2shape: Hearing the Shape of a Drum Machine.
CoRR, 2020

OrchideaSOL: a dataset of extended instrumental techniques for computer-aided orchestration.
CoRR, 2020

One or Two Components? The Scattering Transform Answers.
CoRR, 2020

Playing Technique Recognition by Joint Time-Frequency Scattering.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Learning the Helix Topology of Musical Pitch.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Chirping up the Right Tree: Incorporating Biological Taxonomies into Deep Bioacoustic Classifiers.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

One or Two Frequencies? The Scattering Transform Answers.
Proceedings of the 28th European Signal Processing Conference, 2020

SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context.
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.
Proceedings of the Computing in Cardiology, 2020

2019
Joint Time-Frequency Scattering.
IEEE Trans. Signal Process., 2019

Per-Channel Energy Normalization: Why and How.
IEEE Signal Process. Lett., 2019

The Shape of RemiXXXes to Come: Audio Texture Synthesis with Time-frequency Scattering.
CoRR, 2019

Une ou deux composantes ? La réponse de la diffusion en ondelettes.
CoRR, 2019

Robust sound event detection in bioacoustic sensor networks.
CoRR, 2019

Adaptive Time-Frequency Scattering for Periodic Modulation Recognition in Music Signals.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization.
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.
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.
EURASIP J. Audio Speech Music. Process., 2018

Kymatio: Scattering Transforms in Python.
CoRR, 2018

On Time-frequency Scattering and Computer Music.
CoRR, 2018

Eigentriads and Eigenprogressions on the Tonnetz.
CoRR, 2018

Classification with Joint Time-Frequency Scattering.
CoRR, 2018

Birdvox-Full-Night: A Dataset and Benchmark for Avian Flight Call Detection.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Extended playing techniques: the next milestone in musical instrument recognition.
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).
PhD thesis, 2017

2016
Wavelet Scattering on the Pitch Spiral.
CoRR, 2016

Deep Convolutional Networks on the Pitch Spiral For Music Instrument Recognition.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

2015
Transformée en scattering sur la spirale temps-chroma-octave.
CoRR, 2015

Joint time-frequency scattering for audio classification.
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015


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