Accepted Papers

Jérémy Cohen, Rasmus Bro Nonnegative PARAFAC2: A Flexible Coupling Approach
Urszula Czerwinska, Laura Cantini, Ulykbek Kairov, Emmanuel Barillot, Andrei Zinovyev Application of Independent Component Analysis to Tumor Transcriptomes Reveals Specific And Reproducible Immune-related Signals
Markus Matilainen, Klaus Nordhausen, Joni Virta On the Number of Signals in Multivariate Time Series
Hiroshi Sawada Blind Signal Separation by Synchronized Joint Diagonalization
Ivan Markovsky, Antonio Fazzi, Nicola Guglielmi Applications of Polynomial Common Factor Computation in Signal Processing
Jérémy Cohen, Rodrigo Cabral-Farias, Bertrand Rivet Curve Registered Coupled Low Rank Factorization
Antoine Liutkus, Fabian-Robert Stöter, Nobutaka Ito The 2018 Signal Separation Evaluation Campaign
William Wilkinson, Joshua Reiss, Dan Stowell A Generative Model for Natural Sounds Based on Latent Force Modelling
Yannick Deville, Alain Deville New Classes of Blind Quantum Source Separation and Process Tomography Methods based on Spin Component Measurements along Two Directions
Ivan Markovsky, Pier Luigi Dragotti Using Hankel Structured Low-Rank Approximation for Sparse Signal Recovery
Ivica Kopriva Joint Nonnegative Matrix Factorization for Underdetermined Blind Source Separation in Nonlinear Mixtures
Tomasz Sadowski, Rafal Zdunek Image Completion with Nonnegative Matrix Factorization under Separability Assumption
Zbynek Koldovsky, Petr Tichavsky, Nobutaka Ono Orthogonally-Constrained Extraction of Independent Non-Gaussian Component from Non-Gaussian Background without ICA
Andréa Guerrero, Yannick Deville, Shahram Hosseini A Blind Source Separation Method Based On Output Nonlinear Correlation For Bilinear Mixtures
Thanh Duong, Ngoc Duong, Cong-Phuong Nguyen, Quoc Cuong Nguyen Multichannel Audio Source Separation Exploiting NMF-based Generic Source Spectral Model in Gaussian Modeling Framework
Shlomo Chazan, Sharon Gannot, Jacob Goldberger Training Strategies for Deep Latent Models and Applications to Speech Presence Probability Estimation
Martin Krawczyk-Becker, Timo Gerkmann A Study on the Benefits of Phase-Aware Speech Enhancement in Challenging Noise Scenarios
Pedro Marinho, Vicente Zarzoso Source Analysis Using Block Term Decomposition in Atrial Fibrillation
Stephane Chretien, Zhen Wai Olivier HO Feature Extraction using Column Selection: A Simple Approach via Perturbation Theory of Singular Values
Jaroslav Cmejla, Tomas Kounovsky, Jiri Malek, Zbynek Koldovsky Independent Vector Analysis Exploiting Pre-Learned Banks of Relative Transfer Functions for Assumed Target's Positions
Emilie Renard, Kyle A. Gallivan, Pierre-Antoine Absil A Grassmannian Minimum Enclosing Ball Approach for Common Subspace Extraction
Ama Marina Kreme, Valentin Emiya, Caroline Chaux Phase Reconstruction for Time-Frequency Inpainting
Guillaume Beaumont, Angélique Dremeau, Ronan Fablet An Approximate Message Passing Approach for DOA Estimation in Phase Noisy Environments
Christopher Metzler, Richard Baraniuk Phase Retrieval: Fast, Robust, and Data-Driven Algorithms for Computational Imaging
Denis Gustavo 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
Christopher Schymura, Peng Guo, Yanir Maymon, Boaz Rafaely, Dorothea Kolossa Exploiting Structures of Temporal Causality for Robust Speaker Localization in Reverberant Environments
Emad M. Grais, Hagen Wierstorf, Dominic Ward, Mark D. Plumbley Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation
Philip Coleman, Qingju Liu, Jon Francombe, Philip Jackson Perceptual Evaluation of Blind Source Separation in Object-based Audio Production<
Cassio Dantas, Jérémy Cohen, Remi Gribonval Learning Fast Dictionaries for Sparse Representations using Low-Rank Tensor Decompositions
Guilherme Pelegrina, Leonardo Tomazeli Duarte, João Romano Muticriteria Decision Making based on Independent Component Analysis: A Preliminary Investigation Considering the TOPSIS Approach
Daniel Stoller, Sebastian Ewert, Simon Dixon Jointly Detecting and Separating Singing Voice: A Multi-Task Approach
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
Dana Lahat, Christian Jutten A New Link Between Joint Blind Source Separation Using Second Order Statistics and the Canonical Polyadic Decomposition
Xuan Dong, Donald Williamson Long-term SNR Estimation using Noise Residuals and a Two-Stage Deep-Learning Framework
Ryan Corey, Andrew Singer Relative Transfer Function Estimation From Speech Keywords
Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, André Mouraux, Michel Verleysen Spatial Filtering of EEG Signals to Identify Periodic Brain Activity Patterns
Xu HAN, Laurent Albera, Kachenoura Amar, Huazhong SHU, Lotfi SENHADJI Robust Multilinear Tensor Decomposition with rank estimation
Mathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Simsekli, Roland Badeau, Romain Serizel Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition
Pavel Záviška, Pavel Rajmic, Zdeněk Průša, Vítězslav Veselý Revisiting Synthesis Model in Sparse Audio Declipper
Gokhan Capan, Semih Akbayrak, Taha Ceritli, Ali Taylan Cemgil Sum Conditioned Poisson Factorization
Philippe Dreesen, Jeroen De Geeter, Mariya Ishteva Decoupling Multivariate Functions using Second-Order Information and Tensors
Jesper L. Hinrich, Morten Mørup Probabilistic Sparse Non-negative Matrix Factorization
Jörg Lücke, Zhenwen Dai, Georgios Exarchakis Truncated Variational Sampling for “Black Box” Optimization of Generative Models
Delia Fano Yela, Dan Stowell, Mark Sandler Does k Matter? k-NN Hubness Analysis for Kernel Additive Modelling Vocal Separation
Guillaume Olikier, Pierre-Antoine Absil, Lieven De Lathauwer Variable Projection applied to Block Term Decomposition of Higher-Order Tensors
Gerard Roma, Owen Green, Pierre Alexandre Tremblay Musical Audio Separation with Convolutional Neural Networks
Pierre Ablin, Jean-Francois Cardoso, Alexandre Gramfort Accelerating Likelihood Optimization for ICA on Real Signals
Saeed Akhavan, Ronald Phlypo, Hamid Soltanian-Zadeh, Mahmoud Kamarei, Christian Jutten Static and Dynamic Modeling of Absence Epileptic Seizures Using Depth Recordings
Alfredo Zermini, Qiuqiang Kong, Yong Xu, Mark Plumbley, Wenwu Wang Improving Reverberant Speech Separation with Binaural Cues using Temporal Context and Convolutional Neural Networks
Sefik Emre Eskimez, Ross K Maddox, Chenliang Xu, Zhiyao Duan Generating Talking Face Landmarks from Speech
Lucas rencker, Francis Bach, Wenwu Wang, Mark Plumbley Consistent Dictionary Learning for Signal Declipping
Mohamad Jouni, Mauro Dalla Mura, Pierre Comon Some Issues in Computing the CP Decomposition of NonNegative Tensors