Valentin Emiya

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 19

Top Topics

Levenberg Marquardt

Compressed Sensing

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

Mimoun Mohamed, François Malgouyres, Valentin Emiya, Caroline Chaux
Support Exploration Algorithm for Sparse Support Recovery. CoRR (2023)
Raphael Sturgis, Valentin Emiya, Basile Couëtoux, Pierre Garreau
Vessel Behaviour Classification from AIS Without Geographical Biases. ITSC (2022)
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) (2021)
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) (2021)
Luc Giffon, Valentin Emiya, Hachem Kadri, Liva Ralaivola
QuicK-means: accelerating inference for K-means by learning fast transforms. Mach. Learn. 110 (5) (2021)
A. Marina Krémé, Valentin Emiya, Caroline Chaux, Bruno Torrésani
Filtering Out Time-Frequency Areas Using Gabor Multipliers. ICASSP (2020)
Luc Giffon, Valentin Emiya, Liva Ralaivola, Hachem Kadri
QuicK-means: Acceleration of K-means by learning a fast transform. CoRR (2019)
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) (2019)
Ichrak Toumi, Valentin Emiya
Sparse Non-Local Similarity Modeling for Audio Inpainting. ICASSP (2018)
Valentin Emiya, Ronan Hamon, Caroline Chaux
Being Low-Rank in the Time-Frequency Plane. ICASSP (2018)
Konstantin Usevich, Valentin Emiya, David Brie, Caroline Chaux
Characterization of Finite Signals with Low-Rank Stft. SSP (2018)
A. Marina Krémé, Valentin Emiya, Caroline Chaux
Phase Reconstruction for Time-Frequency Inpainting. LVA/ICA (2018)
Farah Cherfaoui, Valentin Emiya, Liva Ralaivola, Sandrine Anthoine
Frank-Wolfe Algorithm for the Exact Sparse Problem. CoRR (2018)
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)
Ronan Hamon, Valentin Emiya, Cédric Févotte
Convex nonnegative matrix factorization with missing data. MLSP (2016)
Rémi Flamary, Cédric Févotte, Nicolas Courty, Valentin Emiya
Optimal spectral transportation with application to music transcription. NIPS (2016)
Charles Bascou, Valentin Emiya, Mathieu Laurière
The problem of musical gesture continuation and a baseline system. ICMC (2016)
Rémi Flamary, Cédric Févotte, Nicolas Courty, Valentin Emiya
Optimal spectral transportation with application to music transcription. CoRR (2016)
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) (2015)
Bob L. Sturm, Rolf Bardeli, Thibault Langlois, Valentin Emiya
Formalizing the Problem of Music Description. ISMIR (2014)
Valentin Emiya, Antoine Bonnefoy, Laurent Daudet, Rémi Gribonval
Compressed sensing with unknown sensor permutation. ICASSP (2014)
Antoine Bonnefoy, Valentin Emiya, Liva Ralaivola, Rémi Gribonval
A dynamic screening principle for the Lasso. EUSIPCO (2014)
Antoine Bonnefoy, Valentin Emiya, Liva Ralaivola, Rémi Gribonval
Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso. CoRR (2014)
Nikolaos Stefanakis, Jacques Marchal, Valentin Emiya, Nancy Bertin, Rémi Gribonval, Pierre Cervenka
Sparse underwater acoustic imaging: A case study. ICASSP (2012)
Amir Adler, Valentin Emiya, Maria G. Jafari, Michael Elad, Rémi Gribonval, Mark D. Plumbley
Audio Inpainting. IEEE Trans. Speech Audio Process. 20 (3) (2012)
Thomas Peel, Valentin Emiya, Liva Ralaivola, Sandrine Anthoine
Matching pursuit with stochastic selection. EUSIPCO (2012)
Valentin Emiya, Emmanuel Vincent, Niklas Harlander, Volker Hohmann
Subjective and Objective Quality Assessment of Audio Source Separation. IEEE Trans. Speech Audio Process. 19 (7) (2011)
Amir Adler, Valentin Emiya, Maria G. Jafari, Michael Elad, Rémi Gribonval, Mark D. Plumbley
A constrained matching pursuit approach to audio declipping. ICASSP (2011)
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) (2010)
Valentin Emiya, Emmanuel Vincent, Rémi Gribonval
An investigation of discrete-state discriminant approaches to single-sensor source separation. WASPAA (2009)
Roland Badeau, Valentin Emiya, Bertrand David
Expectation-maximization algorithm for multi-pitch estimation and separation of overlapping harmonic spectra. ICASSP (2009)
Valentin Emiya, Roland Badeau, Bertrand David
Automatic transcription of piano music based on HMM tracking of jointly-estimated pitches. EUSIPCO (2008)
Adrien Daniel, Valentin Emiya, Bertrand David
Perceptually-Based Evaluation of the Errors Usually Made When Automatically Transcribing Music. ISMIR (2008)
Valentin Emiya, Bertrand David, Roland Badeau
A Parametric Method for Pitch Estimation of Piano Tones. ICASSP (1) (2007)