Table of Contents

• Robust Multilinear Decomposition of Low Rank TensorsXu Han, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji. 3-12 [doi]
• Multichannel Audio Modeling with Elliptically Stable Tensor DecompositionMathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Simsekli, Romain Serizel, Roland Badeau. 13-23 [doi]
• Sum Conditioned Poisson FactorizationGökhan Çapan, Semih Akbayrak, Taha Yusuf Ceritli, Ali Taylan Cemgil. 24-35 [doi]
• Curve Registered Coupled Low Rank FactorizationJeremy Emile Cohen, Rodrigo Cabral Farias, Bertrand Rivet. 36-45 [doi]
• Source Analysis and Selection Using Block Term Decomposition in Atrial FibrillationPedro Marinho R. de Oliveira, Vicente Zarzoso. 46-56 [doi]
• Some Issues in Computing the CP Decomposition of NonNegative TensorsMohamad Jouni, Mauro Dalla Mura, Pierre Comon. 57-66 [doi]
• A Grassmannian Minimum Enclosing Ball Approach for Common Subspace ExtractionEmilie Renard, Kyle A. Gallivan, Pierre-Antoine Absil. 69-78 [doi]
• Decoupling Multivariate Functions Using Second-Order Information and TensorsPhilippe Dreesen, Jeroen De Geeter, Mariya Ishteva. 79-88 [doi]
• Nonnegative PARAFAC2: A Flexible Coupling ApproachJeremy E. Cohen, Rasmus Bro. 89-98 [doi]
• Applications of Polynomial Common Factor Computation in Signal ProcessingIvan Markovsky, Antonio Fazzi, Nicola Guglielmi. 99-106 [doi]
• Joint Nonnegative Matrix Factorization for Underdetermined Blind Source Separation in Nonlinear MixturesIvica Kopriva. 107-115 [doi]
• Image Completion with Nonnegative Matrix Factorization Under Separability AssumptionTomasz Sadowski, Rafal Zdunek. 116-126 [doi]
• Feature Selection in Weakly Coherent MatricesStéphane Chrétien, Zhen-Wai Olivier Ho. 127-138 [doi]
• Variable Projection Applied to Block Term Decomposition of Higher-Order TensorsGuillaume Olikier, Pierre-Antoine Absil, Lieven De Lathauwer. 139-148 [doi]
• Accelerating Likelihood Optimization for ICA on Real SignalsPierre Ablin, Jean-François Cardoso, Alexandre Gramfort. 151-160 [doi]
• Orthogonally-Constrained Extraction of Independent Non-Gaussian Component from Non-Gaussian Background Without ICAZbynek Koldovský, Petr Tichavský, Nobutaka Ono. 161-170 [doi]
• A New Link Between Joint Blind Source Separation Using Second Order Statistics and the Canonical Polyadic DecompositionDana Lahat, Christian Jutten. 171-180 [doi]
• A Blind Source Separation Method Based on Output Nonlinear Correlation for Bilinear MixturesAndréa Guerrero, Yannick Deville, Shahram Hosseini. 183-192 [doi]
• Using Taylor Series Expansions and Second-Order Statistics for Blind Source Separation in Post-Nonlinear MixturesDenis G. Fantinato, Leonardo Tomazeli Duarte, Yannick Deville, Christian Jutten, Romis Attux, Aline Neves. 193-203 [doi]
• New Classes of Blind Quantum Source Separation and Process Tomography Methods Based on Spin Component Measurements Along Two DirectionsYannick Deville, Alain Deville. 204-214 [doi]
• Blind Signal Separation by Synchronized Joint DiagonalizationHiroshi Sawada. 217-227 [doi]
• Exploiting Structures of Temporal Causality for Robust Speaker Localization in Reverberant EnvironmentsChristopher Schymura, Peng Guo, Yanir Maymon, Boaz Rafaely, Dorothea Kolossa. 228-237 [doi]
• Relative Transfer Function Estimation from Speech KeywordsRyan M. Corey, Andrew C. Singer. 238-247 [doi]
• On the Number of Signals in Multivariate Time SeriesMarkus Matilainen, Klaus Nordhausen, Joni Virta. 248-258 [doi]
• A Generative Model for Natural Sounds Based on Latent Force ModellingWilliam J. Wilkinson, Joshua D. Reiss, Dan Stowell. 259-269 [doi]
• Independent Vector Analysis Exploiting Pre-learned Banks of Relative Transfer Functions for Assumed Target's PositionsJaroslav Cmejla, Tomás Kounovský, Jirí Málek, Zbynek Koldovský. 270-279 [doi]
• Does k Matter? k-NN Hubness Analysis for Kernel Additive Modelling Vocal SeparationDelia Fano Yela, Dan Stowell, Mark B. Sandler. 280-289 [doi]
• The 2018 Signal Separation Evaluation CampaignFabian-Robert Stöter, Antoine Liutkus, Nobutaka Ito. 293-305 [doi]
• Improving Single-Network Single-Channel Separation of Musical Audio with Convolutional LayersGerard Roma, Owen Green, Pierre-Alexandre Tremblay. 306-315 [doi]
• Training Strategies for Deep Latent Models and Applications to Speech Presence Probability EstimationShlomo E. Chazan, Sharon Gannot, Jacob Goldberger. 319-328 [doi]
• Jointly Detecting and Separating Singing Voice: A Multi-Task ApproachDaniel Stoller, Sebastian Ewert, Simon Dixon. 329-339 [doi]
• Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source SeparationEmad M. Grais, Hagen Wierstorf, Dominic Ward, Mark D. Plumbley. 340-350 [doi]
• Long-Term SNR Estimation Using Noise Residuals and a Two-Stage Deep-Learning FrameworkXuan Dong, Donald S. Williamson. 351-360 [doi]
• Improving Reverberant Speech Separation with Binaural Cues Using Temporal Context and Convolutional Neural NetworksAlfredo Zermini, Qiuqiang Kong, Yong Xu, Mark D. Plumbley, Wenwu Wang. 361-371 [doi]
• Generating Talking Face Landmarks from SpeechSefik Emre Eskimez, Ross K. Maddox, Chenliang Xu, Zhiyao Duan. 372-381 [doi]
• An Approximate Message Passing Approach for DOA Estimation in Phase Noisy EnvironmentsGuillaume Beaumont, Ronan Fablet, Angélique Drémeau. 385-394 [doi]
• An Expectation-Maximization Approach to Tuning Generalized Vector Approximate Message PassingChristopher A. Metzler, Philip Schniter, Richard G. Baraniuk. 395-406 [doi]
• A Study on the Benefits of Phase-Aware Speech Enhancement in Challenging Noise ScenariosMartin Krawczyk-Becker, Timo Gerkmann. 407-416 [doi]
• Phase Reconstruction for Time-Frequency InpaintingA. Marina Krémé, Valentin Emiya, Caroline Chaux. 417-426 [doi]
• Revisiting Synthesis Model in Sparse Audio DeclipperPavel Záviska, Pavel Rajmic, Zdenek Prusa, Vítezslav Veselý. 429-445 [doi]
• Consistent Dictionary Learning for Signal DeclippingLucas Rencker, Francis Bach, Wenwu Wang, Mark D. Plumbley. 446-455 [doi]
• Learning Fast Dictionaries for Sparse Representations Using Low-Rank Tensor DecompositionsCássio Frage Dantas, Jérémy E. Cohen, Rémi Gribonval. 456-466 [doi]
• Truncated Variational Sampling for 'Black Box' Optimization of Generative ModelsJörg Lücke, Zhenwen Dai, Georgios Exarchakis. 467-478 [doi]
• Using Hankel Structured Low-Rank Approximation for Sparse Signal RecoveryIvan Markovsky, Pier Luigi Dragotti. 479-487 [doi]
• Probabilistic Sparse Non-negative Matrix FactorizationJesper Løve Hinrich, Morten Mørup. 488-498 [doi]
• Application of Independent Component Analysis to Tumor Transcriptomes Reveals Specific and Reproducible Immune-Related SignalsUrszula Czerwinska, Laura Cantini, Ulykbek Kairov, Emmanuel Barillot, Andrei Zinovyev. 501-513 [doi]
• Probit Latent Variables Estimation for a Gaussian Process Classifier: Application to the Detection of High-Voltage SpindlesRémi Souriau, Vincent Vigneron, Jean Lerbet, Hsin Chen. 514-523 [doi]
• Spatial Filtering of EEG Signals to Identify Periodic Brain Activity PatternsDounia Mulders, Cyril de Bodt, Nicolas Lejeune, André Mouraux, Michel Verleysen. 524-533 [doi]
• Static and Dynamic Modeling of Absence Epileptic Seizures Using Depth RecordingsSaeed Akhavan, Ronald Phlypo, Hamid Soltanian-Zadeh, Mahmoud Kamarei, Christian Jutten. 534-544 [doi]
• Multichannel Audio Source Separation Exploiting NMF-Based Generic Source Spectral Model in Gaussian Modeling FrameworkThanh Thi Hien Duong, Ngoc Q. K. Duong, Cong Phuong Nguyen, Quoc Cuong Nguyen. 547-557 [doi]
• Perceptual Evaluation of Blind Source Separation in Object-Based Audio ProductionPhilip Coleman, Qingju Liu, Jon Francombe, Philip J. B. Jackson. 558-567 [doi]
• Muticriteria Decision Making Based on Independent Component Analysis: A Preliminary Investigation Considering the TOPSIS ApproachGuilherme Dean Pelegrina, Leonardo Tomazeli Duarte, João Marcos Travassos Romano. 568-577 [doi]