Paul Magron

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 48

Top Venues

CoRR

ICASSP

WASPAA

IEEE Signal Process. Lett.

Télécom ParisTech, France (PHD)

Education History

Télécom ParisTech, France

PHD

Publications

Nasser-Eddine Monir, Paul Magron, Romain Serizel
A Phoneme-Scale Assessment of Multichannel Speech Enhancement Algorithms. CoRR (2024)
Paul Magron, Tuomas Virtanen
Spectrogram Inversion for Audio Source Separation via Consistency, Mixing, and Magnitude Constraints. CoRR (2023)
Louis Bahrman, Marina Krémé, Paul Magron, Antoine Deleforge
Signal Inpainting from Fourier Magnitudes. EUSIPCO (2023)
Paul Magron, Tuomas Virtanen
Spectrogram Inversion for Audio Source Separation via Consistency, Mixing, and Magnitude Constraints. EUSIPCO (2023)
Ondrej Mokrý, Paul Magron, Thomas Oberlin, Cédric Févotte
Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization. Signal Process. 206 (2023)
Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
Learning the Proximity Operator in Unfolded ADMM for Phase Retrieval. CoRR (2022)
Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
Learning the Proximity Operator in Unfolded ADMM for Phase Retrieval. IEEE Signal Process. Lett. 29 (2022)
Ondrej Mokrý, Paul Magron, Thomas Oberlin, Cédric Févotte
Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization. CoRR (2022)
Mostafa Sadeghi, Paul Magron
A Sparsity-promoting Dictionary Model for Variational Autoencoders. INTERSPEECH (2022)
Mostafa Sadeghi, Paul Magron
A Sparsity-promoting Dictionary Model for Variational Autoencoders. CoRR (2022)
Paul Magron, Cédric Févotte
Neural content-aware collaborative filtering for cold-start music recommendation. Data Min. Knowl. Discov. 36 (5) (2022)
Paul Magron, Cédric Févotte
A Majorization-Minimization Algorithm for Nonnegative Binary Matrix Factorization. IEEE Signal Process. Lett. 29 (2022)
Paul Magron, Cédric Févotte
A majorization-minimization algorithm for nonnegative binary matrix factorization. CoRR (2022)
Paul Magron, Pierre-Hugo Vial, Thomas Oberlin, Cédric Févotte
Phase Recovery with Bregman Divergences for Audio Source Separation. ICASSP (2021)
Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
Phase Retrieval With Bregman Divergences and Application to Audio Signal Recovery. IEEE J. Sel. Top. Signal Process. 15 (1) (2021)
Paul Magron, Cédric Févotte
Leveraging the Structure of Musical Preference in Content-Aware Music Recommendation. ICASSP (2021)
Paul Magron, Cédric Févotte
Neural content-aware collaborative filtering for cold-start music recommendation. CoRR (2021)
Paul Magron, Tuomas Virtanen
Online Spectrogram Inversion for Low-Latency Audio Source Separation. IEEE Signal Process. Lett. 27 (2020)
Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
Phase retrieval with Bregman divergences and application to audio signal recovery. CoRR (2020)
Paul Magron, Pierre-Hugo Vial, Thomas Oberlin, Cédric Févotte
Phase recovery with Bregman divergences for audio source separation. CoRR (2020)
Paul Magron, Cédric Févotte
Leveraging the structure of musical preference in content-aware music recommendation. CoRR (2020)
Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
Phase retrieval with Bregman divergences: Application to audio signal recovery. CoRR (2020)
Paul Magron, Tuomas Virtanen
Complex ISNMF: A Phase-Aware Model for Monaural Audio Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. 27 (1) (2019)
Paul Magron, Tuomas Virtanen
Online Spectrogram Inversion for Low-Latency Audio Source Separation. CoRR (2019)
Konstantinos Drossos, Paul Magron, Tuomas Virtanen
Unsupervised Adversarial Domain Adaptation Based on The Wasserstein Distance For Acoustic Scene Classification. WASPAA (2019)
Konstantinos Drossos, Shayan Gharib, Paul Magron, Tuomas Virtanen
Language Modelling for Sound Event Detection with Teacher Forcing and Scheduled Sampling. CoRR (2019)
Konstantinos Drossos, Paul Magron, Tuomas Virtanen
Unsupervised Adversarial Domain Adaptation Based On The Wasserstein Distance For Acoustic Scene Classification. CoRR (2019)
Konstantinos Drossos, Shayan Gharib, Paul Magron, Tuomas Virtanen
Language Modelling for Sound Event Detection with Teacher Forcing and Scheduled Sampling. DCASE (2019)
Paul Magron, Tuomas Virtanen
On Modeling the STFT Phase of Audio Signals with the Von Mises Distribution. IWAENC (2018)
Paul Magron, Tuomas Virtanen
Towards Complex Nonnegative Matrix Factorization with the Beta-Divergence. IWAENC (2018)
Konstantinos Drossos, Paul Magron, Stylianos Ioannis Mimilakis, Tuomas Virtanen
Harmonic-Percussive Source Separation with Deep Neural Networks and Phase Recovery. IWAENC (2018)
Konstantinos Drossos, Paul Magron, Stylianos Ioannis Mimilakis, Tuomas Virtanen
Harmonic-Percussive Source Separation with Deep Neural Networks and Phase Recovery. CoRR (2018)
Paul Magron, Roland Badeau, Bertrand David
Model-Based STFT Phase Recovery for Audio Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. 26 (6) (2018)
Paul Magron, Konstantinos Drossos, Stylianos Ioannis Mimilakis, Tuomas Virtanen
Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation. INTERSPEECH (2018)
Paul Magron, Tuomas Virtanen
Complex ISNMF: a Phase-Aware Model for Monaural Audio Source Separation. CoRR (2018)
Paul Magron, Tuomas Virtanen
Expectation-Maximization Algorithms for Itakura-Saito Nonnegative Matrix Factorization. INTERSPEECH (2018)
Paul Magron, Tuomas Virtanen
Bayesian Anisotropic Gaussian Model for Audio Source Separation. ICASSP (2018)
Paul Magron, Roland Badeau, Bertrand David
Phase-dependent anisotropic Gaussian model for audio source separation. ICASSP (2017)
Paul Magron, Roland Badeau, Antoine Liutkus
Lévy NMF for robust nonnegative source separation. WASPAA (2017)
Paul Magron, Jonathan Le Roux, Tuomas Virtanen
Consistent anisotropic Wiener filtering for audio source separation. WASPAA (2017)
Fabian-Robert Stöter, Antoine Liutkus, Roland Badeau, Bernd Edler, Paul Magron
Common fate model for unison source separation. ICASSP (2016)
Paul Magron, Roland Badeau, Bertrand David
Phase reconstruction of spectrograms based on a model of repeated audio events. CoRR (2016)
Paul Magron, Roland Badeau, Bertrand David
Phase recovery by unwrapping: applications to music signal processing. CoRR (2016)
Paul Magron, Roland Badeau, Bertrand David
Complex NMF under phase constraints based on signal modeling: Application to audio source separation. ICASSP (2016)
Paul Magron, Roland Badeau, Bertrand David
Phase recovery in NMF for audio source separation: an insightful benchmark. CoRR (2016)
Paul Magron, Roland Badeau, Bertrand David
Complex NMF under phase constraints based on signal modeling: application to audio source separation. CoRR (2016)
Paul Magron, Roland Badeau, Bertrand David
Phase reconstruction of spectrograms with linear unwrapping: application to audio signal restoration. CoRR (2016)
Paul Magron, Roland Badeau, Antoine Liutkus
Separation of nonnegative alpha-stable sources. CoRR (2016)
Paul Magron, Roland Badeau, Bertrand David
Phase reconstruction of spectrograms with linear unwrapping: Application to audio signal restoration. EUSIPCO (2015)
Paul Magron, Roland Badeau, Bertrand David
Phase recovery in NMF for audio source separation: An insightful benchmark. ICASSP (2015)
Paul Magron, Roland Badeau, Bertrand David
Phase reconstruction of spectrograms based on a model of repeated audio events. WASPAA (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Paul Magron