Table of Contents

• Does speech enhancement work with end-to-end ASR objectives?: Experimental analysis of multichannel end-to-end ASRTsubasa Ochiai, Shinji Watanabe, Shigeru Katagiri. 1-6 [doi]
• Joint learning of deep multi-scale features and diversified metrics for hyperspectral image classificationZhiqiang Gong, Ping Zhong, Yang Yu 0006, Jiaxin Shan, Weidong Hu. 1-6 [doi]
• A diagonal plus low-rank covariance model for computationally efficient source separationAntoine Liutkus, Kazuyoshi Yoshii. 1-6 [doi]
• Unsupervised domain adaptation with copula modelsCuong D. Tran, Ognjen (Oggi) Rudovic, Vladimir Pavlovic. 1-6 [doi]
• Blind source separation for nonstationary tensor-valued time seriesJoni Virta, Klaus Nordhausen. 1-6 [doi]
• Independent low-rank matrix analysis based on complex student's t-distribution for blind audio source separationShinichi Mogami, Daichi Kitamura, Yoshiki Mitsui, Norihiro Takamune, Hiroshi Saruwatari, Nobutaka Ono. 1-6 [doi]
• Learning embeddings for speaker clustering based on voice equalityYanick Lukic, Carlo Vogt, Oliver Durr, Thilo Stadelmann. 1-6 [doi]
• Adversarial domain separation and adaptationJen-Chieh Tsai, Jen-Tzung Chien. 1-6 [doi]
• Local Gaussian model with source-set constraints in audio source separationRintaro Ikeshita, Masahito Togami, Yohei Kawaguchi, Yusuke Fujita, Kenji Nagamatsu. 1-6 [doi]
• Improving image classification with frequency domain layers for feature extractionJosé Augusto Stuchi, Marcus A. Angeloni, Rodrigo F. Pereira, Levy Boccato, Guilherme Folego, Paulo V. S. Prado, Romis Ribeiro Faissol Attux. 1-6 [doi]
• Memory augmented neural network for source separationKai-Wei Tsou, Jen-Tzung Chien. 1-6 [doi]
• A regularized sequential dictionary learning algorithm for fmri data analysisAbd-Krim Seghouane, Asif Iqbal 0007. 1-6 [doi]
• Online function minimization with convex random relu expansionsLaurens Bliek, Michel Verhaegen, Sander Wahls. 1-6 [doi]
• Cover tree compressed sensing for fast mr fingerprint recoveryMohammad Golbabaee, Zhouye Chen, Yves Wiaux, Mike E. Davies 0001. 1-6 [doi]
• DTW-Approach for uncorrelated multivariate time series imputationThi-Thu-Hong Phan, Émilie Caillault Poisson, André Bigand, Alain Lefebvre. 1-6 [doi]
• Joint separation and denoising of noisy multi-talker speech using recurrent neural networks and permutation invariant trainingMorten Kolbaek, Dong Yu, Zheng-Hua Tan, Jesper Jensen 0001. 1-6 [doi]
• Difference-of-Convex optimization for variational kl-corrected inference in dirichlet process mixturesRasmus Bonnevie, Mikkel N. Schmidt, Morten Mørup. 1-6 [doi]
• Partitioning in signal processing using the object migration automaton and the pursuit paradigmAbdolreza Shirvani, B. John Oommen. 1-6 [doi]
• A recurrent encoder-decoder approach with skip-filtering connections for monaural singing voice separationStylianos Ioannis Mimilakis, Konstantinos Drossos, Tuomas Virtanen, Gerald Schuller. 1-6 [doi]
• Gaussian density guided deep neural network for single-channel speech enhancementLi Chai 0002, Jun Du, Yannan Wang. 1-6 [doi]
• Adversarial learning: A critical review and active learning studyDavid J. Miller 0001, Xinyi Hu, Zhicong Qiu, George Kesidis. 1-6 [doi]
• Object classification with convolution neural network based on the time-frequency representation of their echoMariia Dmitrieva, Matias Valdenegro-Toro, Keith E. Brown, Gary Heald, David M. Lane. 1-6 [doi]
• A Bayesian forecasting and anomaly detection framework for vehicular monitoring networksMaria Scalabrin, Matteo Gadaleta, Riccardo Bonetto, Michele Rossi. 1-6 [doi]
• Discriminating bipolar disorder from major depression based on kernel SVM using functional independent componentsShuang Gao, Elizabeth A. Osuch, Michael Wammes, Jean Théberge, Tian-Zi Jiang, Vince D. Calhoun, Jing Sui. 1-6 [doi]
• Automatic plant identification using stem automataKan Li, Ying Ma, José C. Príncipe. 1-6 [doi]
• Correntropy induced metric based common spatial patternsJiyao Dong, Badong Chen, Na Lu, Haixian Wang, Nanning Zheng 0001. 1-6 [doi]
• Dictionary learning for pitch estimation in speech signalsFeng Huang 0002, Péter Balázs. 1-6 [doi]
• Discriminating schizophrenia from normal controls using resting state functional network connectivity: A deep neural network and layer-wise relevance propagation methodWeizheng Yan, Sergey M. Plis, Vince D. Calhoun, Shengfeng Liu, Rongtao Jiang, Tian-Zi Jiang, Jing Sui. 1-6 [doi]
• Complex spectrogram enhancement by convolutional neural network with multi-metrics learningSzu-Wei Fu, Ting-Yao Hu, Yu Tsao 0001, Xugang Lu. 1-6 [doi]
• Hankel subspace method for efficient gesture representationBernardo B. Gatto, Anna Bogdanova, Lincon Sales de Souza, Eulanda M. dos Santos. 1-6 [doi]
• Adversarial nets with perceptual losses for text-to-image synthesisMiriam Cha, Youngjune Gwon, H. T. Kung 0001. 1-6 [doi]
• MIML-AI: Mixed-supervision multi-instance multi-label learning with auxiliary informationTarn Nguyen, Raviv Raich, Xiaoli Z. Fern, Anh T. Pham 0002. 1-6 [doi]
• Infinite probabilistic latent component analysis for audio source separationKazuyoshi Yoshii, Eita Nakamura, Katsutoshi Itoyama, Masataka Goto. 1-6 [doi]
• Mutual singular spectrum analysis for bioacoustics classificationBernardo B. Gatto, Juan Gabriel Colonna, Eulanda M. dos Santos, Eduardo Freire Nakamura. 1-6 [doi]
• Texture classification from single uncalibrated images: Random matrix theory approachEsmaeil S. Nadimi, Jürgen Herp, M. M. Buijs, Victoria Blanes-Vidal. 1-6 [doi]
• Semi-Blind speech enhancement basedon recurrent neural network for source separation and dereverberationMasaya Wake, Yoshiaki Bando, Masato Mimura, Katsutoshi Itoyama, Kazuyoshi Yoshii, Tatsuya Kawahara. 1-6 [doi]
• An accelerated newton's method for projections onto the ℓ1-ballPaul Rodríguez. 1-6 [doi]
• Blind channel equalization of encoded data over galois fieldsDenis G. Fantinato, Aline Neves, Daniel G. Silva, Romis Attux. 1-6 [doi]
• Deep convolutional neural networks for interpretable analysis of EEG sleep stage scoringAlbert Vilamala, Kristoffer Hougaard Madsen, Lars K. Hansen. 1-6 [doi]
• Information theoretic feature projection for single-trial brain-computer interfacesOzan Özdenizci, Fernando Quivira, Deniz Erdogmus. 1-6 [doi]
• Asymptotic performance of regularized quadratic discriminant analysis based classifiersKhalil Elkhalil, Abla Kammoun, Romain Couillet, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini. 1-6 [doi]
• Machine learning regression based on particle bernstein polynomials for nonlinear system identificationGiorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti. 1-6 [doi]
• Missing component restoration for masked speech signals based on time-domain spectrogram factorizationShogo Seki, Hirokazu Kameoka, Tomoki Toda, Kazuya Takeda. 1-6 [doi]
• The time series cluster kernelKarl Øyvind Mikalsen, Filippo Maria Bianchi, Cristina Soguero-Ruíz, Robert Jenssen. 1-6 [doi]
• Predicting individualized intelligence quotient scores using brainnetome-atlas based functional connectivityRongtao Jiang, Shile Qi, Yuhui Du, Weizheng Yan, Vince D. Calhoun, Tianzi Jiang, Jing Sui. 1-6 [doi]
• Upper bound performance of semi-definite programming for localisation in inhomogeneous mediaEsmaeil S. Nadimi, Victoria Blanes-Vidal. 1-6 [doi]
• Human fall detection using segment-level cnn features and sparse dictionary learningChenjie Ge, Irene Yu-Hua Gu, Jie Yang 0002. 1-6 [doi]
• How can we detect anomalies from subsampled audio signals?Yohei Kawaguchi, Takashi Endo. 1-6 [doi]
• Navigation-Based learning for survey trajectory classification in autonomous underwater vehiclesM. De Lucas Alvarez, Helen F. Hastie, David Lane. 1-6 [doi]
• Learning approximate neural estimators for wireless channel state informationTim O'Shea 0001, Kiran Karra, T. Charles Clancy. 1-7 [doi]
• Macau: Scalable Bayesian factorization with high-dimensional side information using MCMCJaak Simm, Adam Arany, Pooya Zakeri, Tom Haber, Jörg K. Wegner, Vladimir I. Chupakhin, Hugo Ceulemans, Yves Moreau. 1-6 [doi]
• Mel-Generalized cepstral regularization for discriminative non-negative matrix factorizationLi Li 0063, Hirokazu Kameoka, Shoji Makino. 1-6 [doi]
• Neonatal seizure detection using convolutional neural networksAlison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko. 1-6 [doi]
• Scene-Adapted plug-and-play algorithm with convergence guaranteesAfonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo. 1-6 [doi]
• A locally optimal algorithm for estimating a generating partition from an observed time seriesDavid J. Miller 0001, Najah F. Ghalyan, Asok Ray. 1-6 [doi]