Uncovering hidden brain state dynamics that regulate performance and decision-making during cognition J Taghia, W Cai, S Ryali, J Kochalka, J Nicholas, T Chen, V Menon Nature communications 9 (1), 2505, 2018 | 137 | 2018 |
Bayesian estimation of Dirichlet mixture model with variational inference Z Ma, PK Rana, J Taghia, M Flierl, A Leijon Pattern Recognition 47 (9), 3143-3157, 2014 | 100 | 2014 |
Bayesian estimation of the von-Mises Fisher mixture model with variational inference J Taghia, Z Ma, A Leijon IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014 | 90 | 2014 |
An evaluation of noise power spectral density estimation algorithms in adverse acoustic environments J Taghia, J Taghia, N Mohammadiha, J Sang, V Bouse, R Martin Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International …, 2011 | 86 | 2011 |
Single channel speech enhancement using Bayesian NMF with recursive temporal updates of prior distributions N Mohammadiha, J Taghia, A Leijon 2012 IEEE international conference on acoustics, speech and signal …, 2012 | 55 | 2012 |
Bayesian switching factor analysis for estimating time-varying functional connectivity in fMRI J Taghia, S Ryali, T Chen, K Supekar, W Cai, V Menon Neuroimage 155, 271-290, 2017 | 52 | 2017 |
Insights into multiple/single lower bound approximation for extended variational inference in non-Gaussian structured data modeling Z Ma, J Xie, Y Lai, J Taghia, JH Xue, J Guo IEEE Transactions on Neural Networks and Learning Systems 31 (7), 2240-2254, 2019 | 42 | 2019 |
Variational inference for Watson mixture model J Taghia, A Leijon IEEE Transactions on Pattern Analysis and Machine Intelligence 38 (9), 1886-1900, 2015 | 31 | 2015 |
A variational Bayes approach to the underdetermined blind source separation with automatic determination of the number of sources J Taghia, N Mohammadiha, A Leijon 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 30 | 2012 |
An image watermarking method based on bidimensional empirical mode decomposition J Taghia, MA Doostari, J Taghia 2008 Congress on Image and Signal Processing 5, 674-678, 2008 | 28 | 2008 |
The NIGENS general sound events database I Trowitzsch, J Taghia, Y Kashef, K Obermayer arXiv preprint arXiv:1902.08314, 2019 | 26 | 2019 |
Source selection in transfer learning for improved service performance predictions H Larsson, J Taghia, F Moradi, A Johnsson 2021 IFIP Networking Conference (IFIP Networking), 1-9, 2021 | 16 | 2021 |
Probabilistic multiview depth image enhancement using variational inference PK Rana, J Taghia, Z Ma, M Flierl IEEE Journal of Selected Topics in Signal Processing 9 (3), 435-448, 2014 | 16 | 2014 |
Comparisons of non-gaussian statistical models in DNA methylation analysis Z Ma, AE Teschendorff, H Yu, J Taghia, J Guo International journal of molecular sciences 15 (6), 10835-10854, 2014 | 14 | 2014 |
On von-mises fisher mixture model in text-independent speaker identification. J Taghia, Z Ma, A Leijon INTERSPEECH, 2499-2503, 2013 | 13 | 2013 |
Line spectral frequencies modeling by a mixture of von Mises–Fisher distributions Z Ma, J Taghia, WB Kleijn, A Leijon, J Guo Signal Processing 114, 219-224, 2015 | 11 | 2015 |
Dual-channel noise reduction based on a mixture of circular-symmetric complex Gaussians on unit hypersphere J Taghia, R Martin, A Taghia, Jalil, Leijon Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International …, 2013 | 11 | 2013 |
Sparsity level in a non-negative matrix factorization based speech strategy in cochlear implants H Hu, N Mohammadiha, J Taghia, A Leijon, ME Lutman, S Wang 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO …, 2012 | 10 | 2012 |
Multiview depth map enhancement by variational Bayes inference estimation of Dirichlet mixture models PK Rana, Z Ma, J Taghia, M Flierl 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 9 | 2013 |
Subband-based single-channel source separation of instantaneous audio mixtures J Taghia, MA Doostari World Applied Sciences Journal 6 (6), 784-792, 2009 | 9 | 2009 |