LVA/ICA

Publications

2018

Jeremy Emile Cohen, Rodrigo Cabral Farias, Bertrand Rivet
Curve Registered Coupled Low Rank Factorization. LVA/ICA (2018)
Gerard Roma, Owen Green, Pierre Alexandre Tremblay
Improving Single-Network Single-Channel Separation of Musical Audio with Convolutional Layers. LVA/ICA (2018)
Yannick Deville, Alain Deville
New Classes of Blind Quantum Source Separation and Process Tomography Methods Based on Spin Component Measurements Along Two Directions. LVA/ICA (2018)
Xuan Dong, Donald S. Williamson
Long-Term SNR Estimation Using Noise Residuals and a Two-Stage Deep-Learning Framework. LVA/ICA (2018)
Martin Krawczyk-Becker, Timo Gerkmann
A Study on the Benefits of Phase-Aware Speech Enhancement in Challenging Noise Scenarios. LVA/ICA (2018)
Denis G. Fantinato, Leonardo Tomazeli Duarte, Yannick Deville, Christian Jutten, Romis Attux, Aline Neves
Using Taylor Series Expansions and Second-Order Statistics for Blind Source Separation in Post-Nonlinear Mixtures. LVA/ICA (2018)
Andréa Guerrero, Yannick Deville, Shahram Hosseini
A Blind Source Separation Method Based on Output Nonlinear Correlation for Bilinear Mixtures. LVA/ICA (2018)
Lucas Rencker, Francis R. Bach, Wenwu Wang, Mark D. Plumbley
Consistent Dictionary Learning for Signal Declipping. LVA/ICA (2018)
Christopher A. Metzler, Philip Schniter, Richard G. Baraniuk
An Expectation-Maximization Approach to Tuning Generalized Vector Approximate Message Passing. LVA/ICA (2018)
Emad M. Grais, Hagen Wierstorf, Dominic Ward, Mark D. Plumbley
Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation. LVA/ICA (2018)
Rémi Souriau, Vincent Vigneron, Jean Lerbet, Hsin Chen
Probit Latent Variables Estimation for a Gaussian Process Classifier: Application to the Detection of High-Voltage Spindles. LVA/ICA (2018)
Jesper Løve Hinrich, Morten Mørup
Probabilistic Sparse Non-negative Matrix Factorization. LVA/ICA (2018)
Stéphane Chrétien, Zhen-Wai Olivier Ho
Feature Selection in Weakly Coherent Matrices. LVA/ICA (2018)
Pavel Záviska, Pavel Rajmic, Zdenek Prusa, Vítezslav Veselý
Revisiting Synthesis Model in Sparse Audio Declipper. LVA/ICA (2018)
Philip Coleman, Qingju Liu, Jon Francombe, Philip J. B. Jackson
Perceptual Evaluation of Blind Source Separation in Object-Based Audio Production. LVA/ICA (2018)
Markus Matilainen, Klaus Nordhausen, Joni Virta
On the Number of Signals in Multivariate Time Series. LVA/ICA (2018)
Ryan M. Corey, Andrew C. Singer
Relative Transfer Function Estimation from Speech Keywords. LVA/ICA (2018)
William J. Wilkinson, Joshua D. Reiss, Dan Stowell
A Generative Model for Natural Sounds Based on Latent Force Modelling. LVA/ICA (2018)
Saeed Akhavan, Ronald Phlypo, Hamid Soltanian-Zadeh, Mahmoud Kamarei, Christian Jutten
Static and Dynamic Modeling of Absence Epileptic Seizures Using Depth Recordings. LVA/ICA (2018)
Mathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Simsekli, Romain Serizel, Roland Badeau
Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition. LVA/ICA (2018)
Jörg Lücke, Zhenwen Dai, Georgios Exarchakis
Truncated Variational Sampling for 'Black Box' Optimization of Generative Models. LVA/ICA (2018)
Christopher Schymura, Peng Guo, Yanir Maymon, Boaz Rafaely, Dorothea Kolossa
Exploiting Structures of Temporal Causality for Robust Speaker Localization in Reverberant Environments. LVA/ICA (2018)
Ivica Kopriva
Joint Nonnegative Matrix Factorization for Underdetermined Blind Source Separation in Nonlinear Mixtures. LVA/ICA (2018)
Xu Han, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji
Robust Multilinear Decomposition of Low Rank Tensors. LVA/ICA (2018)
Ivan Markovsky, Antonio Fazzi, Nicola Guglielmi
Applications of Polynomial Common Factor Computation in Signal Processing. LVA/ICA (2018)
Guillaume Olikier, Pierre-Antoine Absil, Lieven De Lathauwer
Variable Projection Applied to Block Term Decomposition of Higher-Order Tensors. LVA/ICA (2018)
Hiroshi Sawada
Blind Signal Separation by Synchronized Joint Diagonalization. LVA/ICA (2018)
Ivan Markovsky, Pier Luigi Dragotti
Using Hankel Structured Low-Rank Approximation for Sparse Signal Recovery. LVA/ICA (2018)
Dana Lahat, Christian Jutten
A New Link Between Joint Blind Source Separation Using Second Order Statistics and the Canonical Polyadic Decomposition. LVA/ICA (2018)
Cássio Fraga Dantas, Jérémy E. Cohen, Rémi Gribonval
Learning Fast Dictionaries for Sparse Representations Using Low-Rank Tensor Decompositions. LVA/ICA (2018)
Jaroslav Cmejla, Tomás Kounovský, Jirí Málek, Zbynek Koldovský
Independent Vector Analysis Exploiting Pre-learned Banks of Relative Transfer Functions for Assumed Target's Positions. LVA/ICA (2018)
Zbynek Koldovský, Petr Tichavský, Nobutaka Ono
Orthogonally-Constrained Extraction of Independent Non-Gaussian Component from Non-Gaussian Background Without ICA. LVA/ICA (2018)
Philippe Dreesen, Jeroen De Geeter, Mariya Ishteva
Decoupling Multivariate Functions Using Second-Order Information and Tensors. LVA/ICA (2018)
Pedro Marinho R. de Oliveira, Vicente Zarzoso
Source Analysis and Selection Using Block Term Decomposition in Atrial Fibrillation. LVA/ICA (2018)
Emilie Renard, Kyle A. Gallivan, Pierre-Antoine Absil
A Grassmannian Minimum Enclosing Ball Approach for Common Subspace Extraction. LVA/ICA (2018)
Gökhan Çapan, Semih Akbayrak, Taha Yusuf Ceritli, Ali Taylan Cemgil
Sum Conditioned Poisson Factorization. LVA/ICA (2018)
Tomasz Sadowski, Rafal Zdunek
Image Completion with Nonnegative Matrix Factorization Under Separability Assumption. LVA/ICA (2018)
Guillaume Beaumont, Ronan Fablet, Angélique Drémeau
An Approximate Message Passing Approach for DOA Estimation in Phase Noisy Environments. LVA/ICA (2018)
Daniel Stoller, Sebastian Ewert, Simon Dixon
Jointly Detecting and Separating Singing Voice: A Multi-Task Approach. LVA/ICA (2018)
Fabian-Robert Stöter, Antoine Liutkus, Nobutaka Ito
The 2018 Signal Separation Evaluation Campaign. LVA/ICA (2018)
Mohamad Jouni, Mauro Dalla Mura, Pierre Comon
Some Issues in Computing the CP Decomposition of NonNegative Tensors. LVA/ICA (2018)
Jeremy E. Cohen, Rasmus Bro
Nonnegative PARAFAC2: A Flexible Coupling Approach. LVA/ICA (2018)
Urszula Czerwinska, Laura Cantini, Ulykbek Kairov, Emmanuel Barillot, Andrei Yu. Zinovyev
Application of Independent Component Analysis to Tumor Transcriptomes Reveals Specific and Reproducible Immune-Related Signals. LVA/ICA (2018)
Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort
Accelerating Likelihood Optimization for ICA on Real Signals. LVA/ICA (2018)
Delia Fano Yela, Dan Stowell, Mark B. Sandler
Does k Matter? k-NN Hubness Analysis for Kernel Additive Modelling Vocal Separation. LVA/ICA (2018)
Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, João Marcos Travassos Romano
Muticriteria Decision Making Based on Independent Component Analysis: A Preliminary Investigation Considering the TOPSIS Approach. LVA/ICA (2018)
Thanh Thi Hien Duong, Ngoc Q. K. Duong, Cong-Phuong Nguyen, Quoc-Cuong Nguyen
Multichannel Audio Source Separation Exploiting NMF-Based Generic Source Spectral Model in Gaussian Modeling Framework. LVA/ICA (2018)
A. Marina Krémé, Valentin Emiya, Caroline Chaux
Phase Reconstruction for Time-Frequency Inpainting. LVA/ICA (2018)
Sefik Emre Eskimez, Ross K. Maddox, Chenliang Xu, Zhiyao Duan
Generating Talking Face Landmarks from Speech. LVA/ICA (2018)

volume 10891, 2018

Latent Variable Analysis and Signal Separation - 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2-5, 2018, Proceedings LVA/ICA 10891 (2018)