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Valentin Emiya

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Documents
Researcher identifiers

Presentation

**Assistant professor in computer science at Aix-Marseille University & CNRS LIS, Marseille, France** **Maître de conférences en informatique à l'Université d'Aix-Marseille et à l'UMR CNRS LIS, Marseille, France**
**Assistant professor in computer science at Aix-Marseille University & CNRS LIF, Marseille, France** **Maître de conférences en informatique à l'Université d'Aix-Marseille et à l'UMR CNRS LIF, Marseille, France**

Publications

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Beyond geofencing: Behavior detection using AIS

Raphael Sturgis , Valentin Emiya , Basile Couëtoux , Pierre Garreau
Ocean Engineering, 2024, 293, pp.116630. ⟨10.1016/j.oceaneng.2023.116630⟩
Journal articles hal-04584163v1
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Introduire les enjeux environnementaux et sociétaux du numérique en L3 informatique

Valentin Emiya , Julien Lefèvre , Frédéric Olive , Pierre-Alain Reynier , Corentin Travers
1024 : Bulletin de la Société Informatique de France, 2023, 21, pp.83 - 92. ⟨10.48556/SIF.1024.21.83⟩
Journal articles hal-04059073v1
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QuicK-means: Acceleration of K-means by learning a fast transform

Luc Giffon , Valentin Emiya , Hachem Kadri , Liva Ralaivola
Machine Learning, 2021, Machine Learning, 110, pp.881-905. ⟨10.1007/s10994-021-05965-0⟩
Journal articles hal-02174845v4
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Time-Frequency Fading Algorithms Based on Gabor Multipliers

Ama Marina Kreme , Valentin Emiya , Caroline Chaux , Bruno Torrésani
IEEE Journal of Selected Topics in Signal Processing, 2021, 15 (1), pp.65-77. ⟨10.1109/JSTSP.2020.3045938⟩
Journal articles hal-02861427v2
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Recovery and convergence rate of the Frank-Wolfe Algorithm for the m-EXACT-SPARSE Problem

Farah Cherfaoui , Valentin Emiya , Liva Ralaivola , Sandrine Anthoine
IEEE Transactions on Information Theory, 2019, 65 (11)
Journal articles hal-01919761v2
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Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso

Antoine Bonnefoy , Valentin Emiya , Liva Ralaivola , Rémi Gribonval
IEEE Transactions on Signal Processing, 2015, 63 (19), pp.20. ⟨10.1109/TSP.2015.2447503⟩
Journal articles hal-01084986v1
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Audio Inpainting

Amir Adler , Valentin Emiya , Maria G. Jafari , Michael Elad , Rémi Gribonval
IEEE Transactions on Audio, Speech and Language Processing, 2012, 20 (3), pp.922 - 932. ⟨10.1109/TASL.2011.2168211⟩
Journal articles inria-00577079v1
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Subjective and objective quality assessment of audio source separation

Valentin Emiya , Emmanuel Vincent , Niklas Harlander , Volker Hohmann
IEEE Transactions on Audio, Speech and Language Processing, 2011, 19 (7), pp.2046-2057. ⟨10.1109/TASL.2011.2109381⟩
Journal articles inria-00567152v1
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Multipitch estimation of piano sounds using a new probabilistic spectral smoothness principle

Valentin Emiya , Roland Badeau , Bertrand David
IEEE Transactions on Audio, Speech and Language Processing, 2010, 18 (6), pp.1643-1654. ⟨10.1109/TASL.2009.2038819⟩
Journal articles inria-00510392v1
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Machine learning applied to the prediction of trumpet bifurcation diagrams: towards a tool for trumpet designers

Vincent Fréour , Mimoun Mohamed , Keita Arimoto , Valentin Emiya , Bruno Cochelin
Forum Acusticum 2023 - 10th Convention of the European Acoustics Association, European Acoustics Association; Acoustical Society of Italy, Sep 2023, Torino, Italy
Conference papers hal-04262291v1
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Vessel behaviour classification from AIS without geographical biases

Raphael Sturgis , Valentin Emiya , Basile Couëtoux , Pierre Garreau
IEEE International Conference on Intelligent Transportation Systems, Oct 2022, Macau, China
Conference papers hal-03775942v1
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Filtering out time-frequency areas using Gabor multipliers

Ama Marina Krémé , Valentin Emiya , Caroline Chaux , Bruno Torresani
ICASSP: 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelone, Spain
Conference papers hal-02456153v1

Phase inpainting in time-frequency plane

Ama Marina Kreme , Valentin Emiya , Caroline Chaux
iTWIST: international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Nov 2018, Marseille, France
Conference papers hal-01881334v1
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Phase reconstruction for time-frequency inpainting

Ama Marina Kreme , Valentin Emiya , Caroline Chaux
International conference on Latent Variable Analysis and Signal Separation (LVA/ICA), Jul 2018, Guildford, United Kingdom
Conference papers hal-01865467v1
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Frank-Wolfe Algorithm for the Exact Sparse Problem

Farah Cherfaoui , Valentin Emiya , Liva Ralaivola , Sandrine Anthoine
iTWIST: international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Nov 2018, Marseille, France
Conference papers hal-01881329v1
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Being low-rank in the time-frequency plane

Valentin Emiya , Ronan Hamon , Caroline Chaux
ICASSP - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada
Conference papers hal-01636111v1
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Characterization of finite signals with low-rank STFT

Konstantin Usevich , Valentin Emiya , David Brie , Caroline Chaux
IEEE Statistical Signal Processing Workshop, SSP 2018, Jun 2018, Freiburg, Germany. ⟨10.1109/SSP.2018.8450745⟩
Conference papers hal-01717931v2

Joint-sparse modeling for audio inpainting

Ichrak Toumi , Valentin Emiya
iTWIST: international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Nov 2018, Marseille, France
Conference papers hal-01881338v1
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Sparse non-local similarity modeling for audio inpainting

Ichrak Toumi , Valentin Emiya
ICASSP - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada
Conference papers hal-01680669v1
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Assessment of musical noise using localization of isolated peaks in time-frequency domain

Ronan Hamon , Valentin Emiya , Lucas Rencker , Wenwu Wang , Mark Plumbley
The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2017, New Orleans, United States
Conference papers hal-01472614v1
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De la faiblesse de rang en temps-fréquence

Ronan Hamon , Caroline Chaux , Valentin Emiya
GRETSI, Sep 2017, Juan-Les-Pins, France
Conference papers hal-01573204v1

The problem of musical gesture continuation and a baseline system

Charles Bascou , Valentin Emiya , Mathieu Laurière
International Computer Music Conference, Sep 2016, Utrecht, Netherlands
Conference papers hal-01336348v1
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Convex nonnegative matrix factorization with missing data

Ronan Hamon , Valentin Emiya , Cédric Févotte
IEEE International Workshop on Machine Learning for Signal Processing, Sep 2016, Vietri sul Mare, Salerno, Italy
Conference papers hal-01346492v1
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Optimal spectral transportation with application to music transcription

Rémi Flamary , Cédric Févotte , Nicolas Courty , Valentin Emiya
Advances in Neural Information Processing Systems (NIPS), Dec 2016, Barcelona, Spain
Conference papers hal-01377533v1

Factorisation archétypale en matrices non-négatives avec données manquantes

Ronan Hamon , Valentin Emiya , Cédric Févotte
Conférence francophone sur l'apprentissage automatique (CAp 2016), Jul 2016, Marseille, France
Conference papers hal-01334618v1
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Le problème d'échantillonnage compressif avec permutation des capteurs et une solution de type branch-and-bound

Valentin Emiya , Antoine Bonnefoy , Laurent Daudet , Rémi Gribonval
Congrès ROADEF de la société Française de Recherche Opérationnelle et Aide à la Décision, Feb 2015, Marseille, France
Conference papers hal-01100265v1
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Formalizing The Problem of Music Description

Bob L. Sturm , Rolf Bardeli , Thibault Langlois , Valentin Emiya
Int. Symposium on Music Information Retrieval (ISMIR), Oct 2014, Taipei, Taiwan
Conference papers hal-01016189v1
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Compressed sensing with unknown sensor permutation

Valentin Emiya , Antoine Bonnefoy , Laurent Daudet , Rémi Gribonval
ICASSP - IEEE International Conference on Acoustics Speech and Signal Processing, May 2014, Florence, Italy. ⟨10.1109/ICASSP.2014.6853755⟩
Conference papers hal-00881407v2
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A Dynamic Screening Principle for the Lasso

Antoine Bonnefoy , Valentin Emiya , Liva Ralaivola , Rémi Gribonval
European Signal Processing Conference EUSIPCO 2014, Sep 2014, Lisboa, Portugal. pp.1-5
Conference papers hal-00880787v4
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Matching Pursuit With Stochastic Selection

Thomas Peel , Valentin Emiya , Liva Ralaivola , Sandrine Anthoine
European Signal Processing Conference EUSIPCO 2012, Aug 2012, Bucarest, Romania. pp.1-5
Conference papers hal-00725075v1
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Sparse underwater acoustic imaging: a case study

Nikolaos Stefanakis , Jacques Marchal , Valentin Emiya , Nancy Bertin , Rémi Gribonval
IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2012, Kyoto, Japan
Conference papers hal-00661526v1
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Sparse reconstruction techniques for near-field underwater acoustic imaging

Nikolaos Stefanakis , Jacques Marchal , Valentin Emiya , Nancy Bertin , Rémi Gribonval
Acoustics 2012, Apr 2012, Nantes, France. pp.1617
Conference papers hal-00810911v1
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A Reproducible Research Framework for Audio Inpainting

Amir Adler , Valentin Emiya , Maria G. Jafari , Michael Elad , Rémi Gribonval
Workshop on Signal Processing with Adaptive Sparse Structured Representations, Jun 2011, Edinburgh, United Kingdom
Conference papers inria-00587688v1
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A Constrained Matching Pursuit Approach to Audio Declipping

Amir Adler , Valentin Emiya , Maria G. Jafari , Michael Elad , Rémi Gribonval
Acoustics, Speech and Signal Processing, IEEE International Conference on (ICASSP 2011), May 2011, Prague, Czech Republic. ⟨10.1109/ICASSP.2011.5946407⟩
Conference papers inria-00557021v1
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Multi-criteria subjective and objective evaluation of audio source separation

Valentin Emiya , Emmanuel Vincent , Niklas Harlander , Volker Hohmann
AES 38th International Conference on Sound Quality Evaluation, Jun 2010, Pitea, Sweden
Conference papers inria-00545031v1
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Estimateurs oracles pour la séparation de sources monocapteur par approches spectrales à états discrets

Valentin Emiya , Emmanuel Vincent , Rémi Gribonval
Proc. of GRETSI, Sep 2009, Dijon, France. pp.1-4
Conference papers inria-00452631v1
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An investigation of discrete-state discriminant approaches to single-sensor source separation

Valentin Emiya , Emmanuel Vincent , Rémi Gribonval
Proc. IEEE Work. Appli. Sig. Proces. Audio and Acous. (WASPAA), Oct 2009, New Paltz, NY, United States. pp.97-100, ⟨10.1109/ASPAA.2009.5346515⟩
Conference papers inria-00452636v1
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Expectation-maximization algorithm for multi-pitch estimation and separation of overlapping harmonic spectra

Roland Badeau , Valentin Emiya , Bertrand David
IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. ⟨10.1109/ICASSP.2009.4960273⟩
Conference papers inria-00452607v1
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Automatic transcription of piano music based on HMM tracking of jointly-estimated pitches

Valentin Emiya , Roland Badeau , Bertrand David
Proc. Eur. Conf. Sig. Proces. (EUSIPCO), Aug 2008, Lausanne, Switzerland
Conference papers inria-00452620v1
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Perceptually-based evaluation of the errors usually made when automatically transcribing music

Adrien Daniel , Valentin Emiya , Bertrand David
Proc. Int. Conf. Music Information Retrieval (ISMIR), Sep 2008, Philadelphia, PA, United States
Conference papers inria-00452615v1

Automatic transcription of piano music based on HMM tracking of jointly-estimated pitches

Valentin Emiya , Roland Badeau , Bertrand David
2008 Music Information Retrieval Evaluation eXchange (MIREX), Sep 2008, Philadelphia, PA, United States
Conference papers inria-00545769v1
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Multipitch estimation of quasi-harmonic sounds in colored noise

Valentin Emiya , Roland Badeau , Bertrand David
10th Int. Conf. on Digital Audio Effects (DAFx-07), Sep 2007, Bordeaux, France
Conference papers inria-00545615v1
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A Parametric Method for Pitch Estimation of Piano Tones

Valentin Emiya , Bertrand David , Roland Badeau
IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2007, Honolulu, United States. pp.249-252, ⟨10.1109/ICASSP.2007.366663⟩
Conference papers inria-00544147v1

Multipitch detection for piano music: Benchmarking a few approaches

Bertrand David , Roland Badeau , Nancy Bertin , Valentin Emiya , Gaël Richard
154th Meeting of the Acoustical Society of America, Nov 2007, New Orleans, United States. ⟨10.1121/1.2942555⟩
Conference papers inria-00545065v1

Harmonic Plus Noise Decomposition: Time-frequency Reassignment Versus a Subspace Based Method

Bertrand David , Valentin Emiya , Roland Badeau , Yves Grenier
120th AES Convention, May 2006, Paris, France
Conference papers inria-00545041v1

Two representation tools to analyse non-stationary sounds in a perceptual context

Valentin Emiya , Bertrand David , Vincent Gibiat
Forum Acusticum, Aug 2005, Budapest, Hungary
Conference papers inria-00545056v1

Phase characterization of soundscapes

Vincent Gibiat , Abril Padilla , Valentin Emiya , Lionel Cros
149th Meeting of the Acoustical Society of America, May 2005, Vancouver, Canada
Conference papers inria-00545185v1
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Audio inpainting: problem statement, relation with sparse representations and some experiments

Amir Adler , Valentin Emiya , Maria G. Jafari , Michael Elad , Rémi Gribonval
SMALL Workshop on Sparse Dictionary Learning, Jan 2011, London, United Kingdom. 2011
Conference poster inria-00560110v1
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The PEASS Toolkit - Perceptual Evaluation methods for Audio Source Separation

Valentin Emiya , Emmanuel Vincent , Niklas Harlander , Volker Hohmann
9th Int. Conf. on Latent Variable Analysis and Signal Separation, Sep 2010, Saint-Malo, France. 2010
Conference poster inria-00545477v1
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Audio inpainting: problem statement, relation with sparse representations and some experiments

Amir Adler , Valentin Emiya , Maria G. Jafari , Michael Elad , Rémi Gribonval
9th Int. Conf. on Latent Variable Analysis and Signal Separation, Sep 2010, Saint-Malo, France. 2010
Conference poster inria-00545480v1

Compressive Sensing in Acoustic Imaging

Nancy Bertin , Laurent Daudet , Valentin Emiya , Rémi Gribonval
Holger Boche; Robert Calderbank; Gitta Kutyniok; Jan Vybíral. Compressed Sensing and its Applications - MATHEON Workshop 2013, Birkhäuser Basel, pp.169-192, 2015, Applied and Numerical Harmonic Analysis, 978-3-319-16041-2
Book sections hal-01180899v1

Tone detector and method therefor

Lucio F.C. Pessoa , Valentin Emiya , David Melles , Delphine Vallot
United States, Patent n° : US20040047370 EP1395065. 2002
Patents inria-00544983v1
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Fast Solving of the Group-Lasso via Dynamic Screening

Antoine Bonnefoy , Valentin Emiya , Liva Ralaivola , Rémi Gribonval
SPARS15 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2015, Cambridge, United Kingdom
Documents associated with scientific events hal-01178354v1
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Underwater acoustic imaging: sparse models and implementation issues

Valentin Emiya , Nikolaos Stefanakis , Jacques Marchal , Nancy Bertin , Rémi Gribonval
International Travelling Workshop for Interacting Sparse Models and Technology, May 2012, Marseille, France. 2012
Documents associated with scientific events hal-00677287v1