Valentin Emiya

Orcid: 0000-0001-7102-6943

According to our database1, Valentin Emiya authored at least 32 papers between 2007 and 2023.

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Bibliography

2023
Support Exploration Algorithm for Sparse Support Recovery.
CoRR, 2023

2022
Vessel Behaviour Classification from AIS Without Geographical Biases.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

2021
QuicK-means: accelerating inference for K-means by learning fast transforms.
Mach. Learn., 2021

Editorial: Reconstruction of Audio From Incomplete or Highly Degraded Observations.
IEEE J. Sel. Top. Signal Process., 2021

Time-Frequency Fading Algorithms Based on Gabor Multipliers.
IEEE J. Sel. Top. Signal Process., 2021

2020
Filtering Out Time-Frequency Areas Using Gabor Multipliers.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Recovery and Convergence Rate of the Frank-Wolfe Algorithm for the m-Exact-Sparse Problem.
IEEE Trans. Inf. Theory, 2019

QuicK-means: Acceleration of K-means by learning a fast transform.
CoRR, 2019

2018
Frank-Wolfe Algorithm for the Exact Sparse Problem.
CoRR, 2018

Characterization of Finite Signals with Low-Rank Stft.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Sparse Non-Local Similarity Modeling for Audio Inpainting.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Being Low-Rank in the Time-Frequency Plane.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Phase Reconstruction for Time-Frequency Inpainting.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2017
Assessment of musical noise using localization of isolated peaks in time-frequency domain.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Optimal spectral transportation with application to music transcription.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Convex nonnegative matrix factorization with missing data.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

The problem of musical gesture continuation and a baseline system.
Proceedings of the 2016 International Computer Music Conference, 2016

2015
Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso.
IEEE Trans. Signal Process., 2015

2014
Formalizing the Problem of Music Description.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Compressed sensing with unknown sensor permutation.
Proceedings of the IEEE International Conference on Acoustics, 2014

A dynamic screening principle for the Lasso.
Proceedings of the 22nd European Signal Processing Conference, 2014

2012
Audio Inpainting.
IEEE Trans. Speech Audio Process., 2012

Sparse underwater acoustic imaging: A case study.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Matching pursuit with stochastic selection.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Subjective and Objective Quality Assessment of Audio Source Separation.
IEEE Trans. Speech Audio Process., 2011

A constrained matching pursuit approach to audio declipping.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Multipitch Estimation of Piano Sounds Using a New Probabilistic Spectral Smoothness Principle.
IEEE Trans. Speech Audio Process., 2010

2009
An investigation of discrete-state discriminant approaches to single-sensor source separation.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

Expectation-maximization algorithm for multi-pitch estimation and separation of overlapping harmonic spectra.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Perceptually-Based Evaluation of the Errors Usually Made When Automatically Transcribing Music.
Proceedings of the ISMIR 2008, 2008

Automatic transcription of piano music based on HMM tracking of jointly-estimated pitches.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
A Parametric Method for Pitch Estimation of Piano Tones.
Proceedings of the IEEE International Conference on Acoustics, 2007


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