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Valentin Emiya

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2020 – today

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2024
[c22]
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  - conf/icml/MohamedMEC24
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Mimoun Mohamed, François Malgouyres, Valentin Emiya, Caroline Chaux:
Straight-Through Meets Sparse Recovery: the Support Exploration Algorithm. ICML 2024
2023
[i5]
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  - journals/corr/abs-2301-13584
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Mimoun Mohamed, François Malgouyres, Valentin Emiya, Caroline Chaux:
Support Exploration Algorithm for Sparse Support Recovery. CoRR abs/2301.13584 (2023)
2022
[c21]
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  - conf/itsc/SturgisECG22
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Raphael Sturgis, Valentin Emiya, Basile Couëtoux, Pierre Garreau:
Vessel Behaviour Classification from AIS Without Geographical Biases. ITSC 2022: 2465-2470
2021
[j8]
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Pavel Rajmic, Nancy Bertin, Valentin Emiya, Nicki Holighaus, Alexey Ozerov:
Editorial: Reconstruction of Audio From Incomplete or Highly Degraded Observations. IEEE J. Sel. Top. Signal Process. 15(1): 2-4 (2021)
[j7]
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A. Marina Krémé, Valentin Emiya, Caroline Chaux, Bruno Torrésani:
Time-Frequency Fading Algorithms Based on Gabor Multipliers. IEEE J. Sel. Top. Signal Process. 15(1): 65-77 (2021)
[j6]
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Luc Giffon, Valentin Emiya, Hachem Kadri, Liva Ralaivola:
QuicK-means: accelerating inference for K-means by learning fast transforms. Mach. Learn. 110(5): 881-905 (2021)
2020
[c20]
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A. Marina Krémé, Valentin Emiya, Caroline Chaux, Bruno Torrésani:
Filtering Out Time-Frequency Areas Using Gabor Multipliers. ICASSP 2020: 5790-5794

2010 – 2019

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2019
[j5]
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Farah Cherfaoui, Valentin Emiya, Liva Ralaivola, Sandrine Anthoine:
Recovery and Convergence Rate of the Frank-Wolfe Algorithm for the m-Exact-Sparse Problem. IEEE Trans. Inf. Theory 65(11): 7407-7414 (2019)
[i4]
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  - journals/corr/abs-1908-08713
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Luc Giffon, Valentin Emiya, Liva Ralaivola, Hachem Kadri:
QuicK-means: Acceleration of K-means by learning a fast transform. CoRR abs/1908.08713 (2019)
2018
[c19]
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A. Marina Krémé, Valentin Emiya, Caroline Chaux:
Phase Reconstruction for Time-Frequency Inpainting. LVA/ICA 2018: 417-426
[c18]
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  - conf/icassp/ToumiE18
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Ichrak Toumi, Valentin Emiya:
Sparse Non-Local Similarity Modeling for Audio Inpainting. ICASSP 2018: 576-580
[c17]
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Valentin Emiya, Ronan Hamon, Caroline Chaux:
Being Low-Rank in the Time-Frequency Plane. ICASSP 2018: 4659-4663
[c16]
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  - conf/ssp/UsevichaEBC18
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Konstantin Usevich, Valentin Emiya, David Brie, Caroline Chaux:
Characterization of Finite Signals with Low-Rank Stft. SSP 2018: 393-397
[i3]
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  - journals/corr/abs-1812-07201
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Farah Cherfaoui, Valentin Emiya, Liva Ralaivola, Sandrine Anthoine:
Frank-Wolfe Algorithm for the Exact Sparse Problem. CoRR abs/1812.07201 (2018)
2017
[c15]
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Ronan Hamon, Valentin Emiya, Lucas Rencker, Wenwu Wang, Mark D. Plumbley:
Assessment of musical noise using localization of isolated peaks in time-frequency domain. ICASSP 2017: 696-700
2016
[c14]
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Charles Bascou, Valentin Emiya, Mathieu Laurière:
The problem of musical gesture continuation and a baseline system. ICMC 2016
[c13]
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Ronan Hamon, Valentin Emiya, Cédric Févotte:
Convex nonnegative matrix factorization with missing data. MLSP 2016: 1-6
[c12]
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Rémi Flamary, Cédric Févotte, Nicolas Courty, Valentin Emiya:
Optimal spectral transportation with application to music transcription. NIPS 2016: 703-711
[i2]
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Rémi Flamary, Cédric Févotte, Nicolas Courty, Valentin Emiya:
Optimal spectral transportation with application to music transcription. CoRR abs/1609.09799 (2016)
2015
[j4]
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  - journals/tsp/BonnefoyERG15
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Antoine Bonnefoy, Valentin Emiya, Liva Ralaivola, Rémi Gribonval:
Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso. IEEE Trans. Signal Process. 63(19): 5121-5132 (2015)
2014
[c11]
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Antoine Bonnefoy, Valentin Emiya, Liva Ralaivola, Rémi Gribonval:
A dynamic screening principle for the Lasso. EUSIPCO 2014: 6-10
[c10]
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  - conf/icassp/EmiyaBDG14
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Valentin Emiya, Antoine Bonnefoy, Laurent Daudet, Rémi Gribonval:
Compressed sensing with unknown sensor permutation. ICASSP 2014: 1040-1044
[c9]
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  - conf/ismir/SturmBLE14
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Bob L. Sturm, Rolf Bardeli, Thibault Langlois, Valentin Emiya:
Formalizing the Problem of Music Description. ISMIR 2014: 89-94
[i1]
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Antoine Bonnefoy, Valentin Emiya, Liva Ralaivola, Rémi Gribonval:
Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso. CoRR abs/1412.4080 (2014)
2012
[j3]
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  - journals/taslp/AdlerEJEGP12
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Amir Adler, Valentin Emiya, Maria G. Jafari, Michael Elad, Rémi Gribonval, Mark D. Plumbley:
Audio Inpainting. IEEE Trans. Speech Audio Process. 20(3): 922-932 (2012)
[c8]
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  - conf/eusipco/PeelERA12
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Thomas Peel, Valentin Emiya, Liva Ralaivola, Sandrine Anthoine:
Matching pursuit with stochastic selection. EUSIPCO 2012: 879-883
[c7]
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  - conf/icassp/StefanakisMEBGC12
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Nikolaos Stefanakis, Jacques Marchal, Valentin Emiya, Nancy Bertin, Rémi Gribonval, Pierre Cervenka:
Sparse underwater acoustic imaging: A case study. ICASSP 2012: 2509-2512
2011
[j2]
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  - journals/taslp/EmiyaVHH11
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Valentin Emiya, Emmanuel Vincent, Niklas Harlander, Volker Hohmann:
Subjective and Objective Quality Assessment of Audio Source Separation. IEEE Trans. Speech Audio Process. 19(7): 2046-2057 (2011)
[c6]
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Amir Adler, Valentin Emiya, Maria G. Jafari, Michael Elad, Rémi Gribonval, Mark D. Plumbley:
A constrained matching pursuit approach to audio declipping. ICASSP 2011: 329-332
2010
[j1]
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  - journals/taslp/EmiyaBD10
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Valentin Emiya, Roland Badeau, Bertrand David:
Multipitch Estimation of Piano Sounds Using a New Probabilistic Spectral Smoothness Principle. IEEE Trans. Speech Audio Process. 18(6): 1643-1654 (2010)

2000 – 2009

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2009
[c5]
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  - conf/icassp/BadeauED09
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Roland Badeau, Valentin Emiya, Bertrand David:
Expectation-maximization algorithm for multi-pitch estimation and separation of overlapping harmonic spectra. ICASSP 2009: 3073-3076
[c4]
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  - conf/waspaa/EmiyaVG09
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Valentin Emiya, Emmanuel Vincent, Rémi Gribonval:
An investigation of discrete-state discriminant approaches to single-sensor source separation. WASPAA 2009: 97-100
2008
[c3]
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Valentin Emiya, Roland Badeau, Bertrand David:
Automatic transcription of piano music based on HMM tracking of jointly-estimated pitches. EUSIPCO 2008: 1-5
[c2]
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  - conf/ismir/DanielED08
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Adrien Daniel, Valentin Emiya, Bertrand David:
Perceptually-Based Evaluation of the Errors Usually Made When Automatically Transcribing Music. ISMIR 2008: 550-556
2007
[c1]
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Valentin Emiya, Bertrand David, Roland Badeau:
A Parametric Method for Pitch Estimation of Piano Tones. ICASSP (1) 2007: 249-252

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