Table of Contents

• Memory reduction method for deep neural network trainingKoichi Shirahata, Yasumoto Tomita, Atsushi Ike. 1-6 [doi]
• Bayesian learning for speech dereverberationJen-Tzung Chien, You-Cheng Chang. 1-6 [doi]
• Sparse bounded component analysisEren Babatas, Alper T. Erdogan. 1-6 [doi]
• Energy performance prediction of lighting systemsDavid Caicedo, Ashish Pandharipande. 1-6 [doi]
• Gaussian processes for music audio modelling and content analysisPablo A. Alvarado, Dan Stowell. 1-6 [doi]
• Approximate state-space Gaussian processes via spectral transformationToni Karvonen, Simo Särkkä. 1-6 [doi]
• A hypothesis testing approach for real-time multichannel speech separation using time-frequency masksRyan M. Corey, Andrew C. Singer. 1-6 [doi]
• Dynamic matrix factorization with social influenceAleksandr Y. Aravkin, Kush R. Varshney, Liu Yang. 1-6 [doi]
• Random primal-dual proximal iterations for sparse multiclass SVMGiovanni Chierchia, Nelly Pustelnik, Jean-Christophe Pesquet. 1-6 [doi]
• Exact simulation of noncircular or improper complex-valued stationary Gaussian processes using circulant embeddingAdam M. Sykulski, Donald B. Percival. 1-6 [doi]
• Binary independent component analysis: Theory, bounds and algorithmsAmichai Painsky, Saharon Rosset, Meir Feder. 1-6 [doi]
• Intra-cluster training strategy for deep learning with applications to language identificationAlan Joseph Bekker, Irit Opher, Itsik Lapidot, Jacob Goldberger. 1-6 [doi]
• Bayesian nonparametric methods for discovering latent structures of rat hippocampal ensemble spikesZhe Chen, Scott W. Linderman, Matthew A. Wilson. 1-6 [doi]
• Deep learning for epileptic intracranial EEG dataAndreas Antoniades, Loukianos Spyrou, Clive Cheong Took, Saeid Sanei. 1-6 [doi]
• Localizing users and items from paired comparisonsMatthew R. O'Shaughnessy, Mark A. Davenport. 1-6 [doi]
• Variational Gaussian process for missing label crowdsourcing classification problemsPablo Ruiz 0002, Emre Besler, Rafael Molina, Aggelos K. Katsaggelos. 1-6 [doi]
• Online estimation of inter-channel phase differences using non-negative matrix factorizationKamil Adiloglu, Graham Coleman, Hendrik Kayser, Volker Hohmann. 1-6 [doi]
• A discriminative unsupervised method for speaker recognition using deep learningMuhammad Muneeb Saleem, John H. L. Hansen. 1-5 [doi]
• Extending NMF to blindly separate linear-quadratic mixtures of uncorrelated sourcesShahram Hosseini, Yannick Deville, Leonardo Tomazeli Duarte, Ahmed Selloum. 1-6 [doi]
• Latent force models for earth observation time series predictionDavid Luengo, Manuel Campos-Taberner, Gustau Camps-Valls. 1-6 [doi]
• Dirichlet mixture allocationJen-Tzung Chien, Chao-Hsi Lee, Zheng-Hua Tan. 1-6 [doi]
• Speech intelligibility prediction as a classification problemAsger Heidemann Andersen, Esther Schoenmaker, Steven van de Par. 1-6 [doi]
• Scale and shift invariant time/frequency representation using auditory statistics: Application to rhythm descriptionUgo Marchand, Geoffroy Peeters. 1-6 [doi]
• Fully Bayesian tensor-based regressionFlavio Camarrone, Marc M. Van Hulle. 1-6 [doi]
• A robust maximum correntropy criterion for dictionary learningCarlos A. Loza, José C. Príncipe. 1-6 [doi]
• A case study on feature sensitivity for audio event classification using support vector machinesIrene Martin-Morato, Maximo Cobos, Francesc J. Ferri. 1-6 [doi]
• Hybrid context dependent CD-DNN-HMM Keyword Spotting (KWS) in speech conversationsVivek Tyagi. 1-6 [doi]
• The influence of hyper-parameters in the infinite relational modelKristoffer Jon Albers, Morten Mørup, Mikkel N. Schmidt. 1-6 [doi]
• Automatic analysis of audiostreams in the concept drift environmentStavros Ntalampiras. 1-6 [doi]
• ITEM2VEC: Neural item embedding for collaborative filteringOren Barkan, Noam Koenigstein. 1-6 [doi]
• On the relationship between online Gaussian process regression and kernel least mean squares algorithmsSteven Van Vaerenbergh, Jesus Fernandez-Bes, Victor Elvira. 1-6 [doi]
• Articulatory and spectrum features integration using generalized distillation frameworkJianguo Yu, Konstantin Markov, Tomoko Matsui. 1-6 [doi]
• A block-based combined scheme exploiting sparsity in nonlinear acoustic echo cancellationDanilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Aurelio Uncini. 1-6 [doi]
• Active object detection on graphs via locally informative treesDaphney-Stavroula Zois, Maxim Raginsky. 1-6 [doi]
• A novel robotic sound localization and separation using non-causal filtering and Bayesian fusionFakheredine Keyrouz. 1-6 [doi]
• Biomedical signal compression with time- and subject-adaptive dictionary for wearable devicesValentina Vadori, Enrico Grisan, Michele Rossi. 1-6 [doi]
• Decentralized partitioning over adaptive networksSahar Khawatmi, Abdelhak M. Zoubir. 1-6 [doi]
• Low dimensional subspace finding via size-reducing dictionary learningBogdan Dumitrescu, Paul Irofti. 1-6 [doi]
• Speaker tracking for hearing aidsJoachim Thiemann, Jörg Lücke, Steven van de Par. 1-6 [doi]
• BDL.NET: Bayesian dictionary learning in Infer.NETTom Diethe, Niall Twomey, Peter A. Flach. 1-6 [doi]
• Bayesian latent feature modeling for modeling bipartite networks with overlapping groupsPhilip H. Jorgensen, Morten Mørup, Mikkel N. Schmidt, Tue Herlau. 1-6 [doi]
• Scalable transformed additive signal decomposition by non-conjugate Gaussian process inferenceVincent Adam, James Hensman, Maneesh Sahani. 1-6 [doi]
• Robust informed split gradient NMF using αβ-divergence for source apportionmentRobert Chreiky, Gilles Delmaire, Clément Dorffer, Matthieu Puigt, Gilles Roussel, Antoine Abche. 1-6 [doi]
• Learning sparse two-level boolean rulesGuolong Su, Dennis Wei, Kush R. Varshney, Dmitry M. Malioutov. 1-6 [doi]
• Projection predictive model selection for Gaussian processesJuho Piironen, Aki Vehtari. 1-6 [doi]
• Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergenceRomain Serizel, Slim Essid, Gaël Richard. 1-6 [doi]
• Gaussian process regression for out-of-sample extensionOren Barkan, Jonathan Weill, Amir Averbuch. 1-6 [doi]
• Detecting trends in twitter time seriesTijl De Bie, Jefrey Lijffijt, Cédric Mesnage, Raúl Santos-Rodriguez. 1-6 [doi]
• Score-matching estimators for continuous-time point-process regression modelsManeesh Sahani, Gergo Bohner, Arne Meyer. 1-5 [doi]
• Probabilistic group dependence approach for discovering overlapping clustersElena Ivannikova, Anna V. Kononova, Timo Hämäläinen 0002. 1-6 [doi]
• Doubly sparse structure in image super resolutionToshiyuki Kato, Hideitsu Hino, Noboru Murata. 1-6 [doi]
• Autosomal dominant nocturnal frontal lobe epilepsy seizure characterization through wavelet transform of eeg records and self organizing mapsB. Pisano, Barbara Cannas, G. Milioli, Augusto Montisci, F. Pisano, M. Puligheddu, Giuliana Sias, Alessandra Fanni. 1-6 [doi]
• Improving speech recognition using limited accent diverse British English training data with deep neural networksMaryam Najafian, Saeid Safavi, John H. L. Hansen, Martin J. Russell. 1-6 [doi]
• Mixing model in slitless spectroscopy and resulting blind methods for separating galaxy spectraAhmed Selloum, Shahram Hosseini, Yannick Deville, Thierry Contini. 1-6 [doi]
• Combined unsupervised and semi-supervised learning for data classificationFabricio Aparecido Breve, Daniel Carlos Guimarães Pedronette. 1-6 [doi]
• Towards optimal nonlinearities for sparse recovery using higher-order statisticsSteffen Limmer, Stawomir Stariczak. 1-6 [doi]
• Hyperspectral endmember spectra extraction based on constrained linear-quadratic matrix factorization using a projected gradient methodFatima Zohra Benhalouche, Yannick Deville, Moussa Sofiane Karoui, Abdelaziz Ouamri. 1-6 [doi]
• On the use of support vector machines for the prediction of propagation losses in smart metering systemsMartino Uccellari, Francesca Facchini, Matteo Sola, Emilio Sirignano, Giorgio Matteo Vitetta, Andrea Barbieri, Stefano Tondelli. 1-6 [doi]
• Sparse-coded net model and applicationsYoungjune Gwon, Miriam Cha, William M. Campbell, H. T. Kung, Charlie K. Dagli. 1-6 [doi]
• Unsupervised learning of Markov-switching stochastic volatility with an application to market dataIvan Gorynin, Emmanuel Monfrini, Wojciech Pieczynski. 1-6 [doi]
• Enhanced distance subset approximation using class-specific subspace kernel representation for kernel approximationYinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey, S. Y. Kung. 1-6 [doi]
• Mereological algebras as mechanisms for reasoning about soundsRita Singh. 1-6 [doi]
• Speaker identification and clustering using convolutional neural networksYanick Lukic, Carlo Vogt, Oliver Durr, Thilo Stadelmann. 1-6 [doi]
• Stochastic gradient descent with finite samples sizesKun Yuan, Bicheng Ying, Stefan Vlaski, Ali H. Sayed. 1-6 [doi]
• On the use of machine learning in microphone array beamforming for far-field sound source localizationDaniele Salvati, Carlo Drioli, Gian Luca Foresti. 1-6 [doi]
• Classification of structural brain networks based on information divergence of graph spectraYulia Dodonova, Sergey Korolev, Anna Tkachev, Dmitry Petrov, Leonid Zhukov, Mikhail Belyaev. 1-6 [doi]
• Deep learning algorithms for signal recognition in long perimeter monitoring distributed fiber optic sensorsA. V. Makarenko. 1-6 [doi]
• Variance reduction for optimization in speech recognitionJen-Tzung Chien, Pei-Wen Huang. 1-6 [doi]
• A robust approach towards epileptic seizure detectionSaadullah Amin, Awais Mehmood Kamboh. 1-6 [doi]
• A model explanation systemRyan Turner. 1-6 [doi]
• Image restoration with locally selected class-adapted modelsAfonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo. 1-6 [doi]
• Parameter estimation in conditionally Gaussian pairwise Markov switching models and unsupervised smoothingFei Zheng, Stéphane Derrode, Wojciech Pieczynski. 1-6 [doi]
• Multiclass SVM with graph path coding regularization for face classificationMingyuan Jiu, Nelly Pustelnik, Mériam Chèbre, Stefan Janaqv, Philippe Ricoux. 1-6 [doi]
• Parallel and distributed training of neural networks via successive convex approximationPaolo Di Lorenzo, Simone Scardapane. 1-6 [doi]
• Filter bank extension for neural network-based motor imagery classificationPavel Merinov, Mikhail Belyaev, Egor Krivov. 1-6 [doi]
• Estimating multiple physical parameters from speech dataShareef Babu Kalluri, Ashwin Vijayakumar, Deepu Vijayasenan, Rita Singh. 1-5 [doi]
• Learning sparsity and structure of matrices with multiscale graph basis dictionariesJeff Irion, Naoki Saito 0001. 1-6 [doi]
• A stable spline convex approach to hybrid systems identificationGianluigi Pillonetto, Aleksandr Y. Aravkin. 1-6 [doi]
• On the use of gradient information in Gaussian process quadraturesJakub Prüher, Simo Särkkä. 1-6 [doi]
• Proximal gradient-based step for brain distributed epileptic source imaging after tensor decomposition preprocessingMajd Saleh, Ahmad Karfoul, Laurent Albera, Amar Kachenoura, Hanna Becker, Isabelle Merlet. 1-6 [doi]
• Convex nonnegative matrix factorization with missing dataRonan Hamon, Valentin Emiya, Cédric Févotte. 1-6 [doi]
• A novel approach to creating artificial training and test data for an HMM based posture recognition systemAndreas Kitzig, Edwin Naroska, Gudrun Stockmanns, Reinhard Viga, Anton Grabmaier. 1-6 [doi]
• A multimodal multiple kernel learning approach to Alzheimer's disease detectionMichele Donini, João M. Monteiro, Massimiliano Pontil, John Shawe-Taylor, Janaina Mourão Miranda. 1-6 [doi]
• Data privacy protection by kernel subspace projection and generalized eigenvalue decompositionKonstantinos I. Diamantaras, Sun-Yuan Kung. 1-6 [doi]
• Combining clusterings with different detail levelsOded Kaminsky, Jacob Goldberger. 1-6 [doi]
• Toward a brain interface for tracking attended auditory sourcesMarzieh Haghighi, Mohammad Moghadamfalahi, Hooman Nezamfar, Murat Akçakaya, Deniz Erdogmus. 1-5 [doi]
• Designing interventions to mitigate cognitive biases in human decisionsNaeem Akt, Ahmed Tewfik. 1-6 [doi]
• Discriminant-component eigenfaces for privacy-preserving face recognitionThee Chanyaswad, J. Morris Chang, Prateek Mittal, S. Y. Kung. 1-6 [doi]
• Flow of Renyi information in deep neural networksChe-Wei Huang, Shrikanth S. Narayanan. 1-6 [doi]
• Experiments in combining boosting and deep stacked networksManuel Montoya-Catala, Ricardo F. Alvear-Sandoval, Aníbal R. Figueiras-Vidal. 1-6 [doi]
• Bird detection in audio: A survey and a challengeDan Stowell, Mike Wood, Yannis Stylianou, Hervé Glotin. 1-6 [doi]
• Robust mixture models for anomaly detectionOren Barkan, Amir Averbuch. 1-6 [doi]
• Convolutional higher order matching pursuitGergo Bohner, Maneesh Sahani. 1-6 [doi]
• The widely linear block quaternion least mean square algorithm for fast computation in 3D audio systemsFrancesca Ortolani, Danilo Comminiello, Aurelio Uncini. 1-6 [doi]
• Underwater target classification using a pose-invariant matched manifold classifierPooria Pakrooh, Louis L. Scharf, Mahmood R. Azimi-Sadjadi. 1-5 [doi]
• Exploiting ongoing EEG with multilinear partial least squares during free-listening to musicDeqing Wang, Fengyu Cong, Qibin Zhao, Petri Toiviainen, Asoke K. Nandi, Minna Huotilainen, Tapani Ristaniemi, Andrzej Cichocki. 1-6 [doi]
• A fully convolutional deep auditory model for musical chord recognitionFilip Korzeniowski, Gerhard Widmer. 1-6 [doi]
• Variational bayes learning of time-varying graphical modelsHang Yu, Justin Dauwels. 1-6 [doi]
• Learning to reproduce a sound fieldHanieh Khalilian, Ivan V. Bajic, Rodney G. Vaughan. 1-6 [doi]
• Tendencies regarding the effect of emotional intensity in inter corpus phoneme-level speech emotion modellingBogdan Vlasenko, Björn W. Schuller, Andreas Wendemuth. 1-6 [doi]
• A neural network based algorithm for speaker localization in a multi-room environmentFabio Vesperini, Paolo Vecchiotti, Emanuele Principi, Stefano Squartini, Francesco Piazza. 1-6 [doi]
• Automatic classification of irregularly sampled time series with unequal lengths: A case study on estimated glomerular filtration rateSantosh Tirunagari, Simon Bull, Norman Poh. 1-6 [doi]