| Supervised and unsupervised speech enhancement using nonnegative matrix factorization N Mohammadiha, P Smaragdis, A Leijon IEEE Transactions on Audio, Speech, and Language Processing 21 (10), 2140-2151, 2013 | 407 | 2013 |
| Static and dynamic source separation using nonnegative factorizations: A unified view P Smaragdis, C Fevotte, GJ Mysore, N Mohammadiha, M Hoffman IEEE Signal Processing Magazine 31 (3), 66-75, 2014 | 190 | 2014 |
| Continuous hidden Markov model for pedestrian activity classification and gait analysis G Panahandeh, N Mohammadiha, A Leijon, P Händel IEEE Transactions on Instrumentation and Measurement 62 (5), 1073-1083, 2013 | 139 | 2013 |
| 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 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 79 | 2011 |
| A new linear MMSE filter for single channel speech enhancement based on nonnegative matrix factorization N Mohammadiha, T Gerkmann, A Leijon 2011 IEEE workshop on applications of signal processing to audio and …, 2011 | 66 | 2011 |
| Single Channel Speech Enhancement Using Bayesian NMF With Recursive Temporal Updates of Prior Distributions N Mohammadiha, J Taghia, A Leijon IEEE Int. Conf. Acoustics, Speech, Signal Processing (ICASSP), Kyoto, Japan, 2012 | 50 | 2012 |
| Nonnegative HMM for babble noise derived from speech HMM: Application to speech enhancement N Mohammadiha, A Leijon IEEE Transactions on audio, speech, and language processing 21 (5), 998-1011, 2013 | 45 | 2013 |
| Speech Dereverberation Using Non-negative Convolutive Transfer Function and Spectro-temporal Modeling N Mohammadiha, S Doclo IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING 24 (2), 2016 | 32 | 2016 |
| Spectral domain speech enhancement using HMM state-dependent super-Gaussian priors N Mohammadiha, R Martin, A Leijon IEEE Signal Processing Letters 20 (3), 253-256, 2013 | 32 | 2013 |
| Prediction based filtering and smoothing to exploit temporal dependencies in NMF N Mohammadiha, P Smaragdis, A Leijon 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 28 | 2013 |
| A Variational Bayes Approach to the Underdetermined Blind Source Separation With Automatic Determination of the Number of Sources J Taghia, N Mohammadiha, A Leijon IEEE Int. Conf. Acoustics, Speech, Signal Processing (ICASSP), Kyoto, Japan, 2012 | 28 | 2012 |
| Road friction estimation for connected vehicles using supervised machine learning G Panahandeh, E Ek, N Mohammadiha 2017 IEEE intelligent vehicles symposium (IV), 1262-1267, 2017 | 26 | 2017 |
| A state-space approach to dynamic nonnegative matrix factorization N Mohammadiha, P Smaragdis, G Panahandeh, S Doclo IEEE Transactions on Signal Processing 63 (4), 949-959, 2014 | 25 | 2014 |
| Joint acoustic and spectral modeling for speech dereverberation using non-negative representations N Mohammadiha, P Smaragdis, S Doclo 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 23 | 2015 |
| Nonnegative matrix factorization using projected gradient algorithms with sparseness constraints N Mohammadiha, A Leijon 2009 IEEE International Symposium on Signal Processing and Information …, 2009 | 23 | 2009 |
| Recurrent conditional generative adversarial networks for autonomous driving sensor modelling H Arnelid, EL Zec, N Mohammadiha 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 1613-1618, 2019 | 20 | 2019 |
| Imitation learning for vision-based lane keeping assistance C Innocenti, H Lindén, G Panahandeh, L Svensson, N Mohammadiha 2017 IEEE 20th International Conference on Intelligent Transportation …, 2017 | 19 | 2017 |
| Chest-mounted inertial measurement unit for pedestrian motion classification using continuous hidden Markov model G Panahandeh, N Mohammadiha, A Leijon, P Händel 2012 IEEE International Instrumentation and Measurement Technology …, 2012 | 18 | 2012 |
| Multi-channel linear prediction-based speech dereverberation with low-rank power spectrogram approximation A Jukić, N Mohammadiha, T van Waterschoot, T Gerkmann, S Doclo 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 17 | 2015 |
| Statistical sensor modelling for autonomous driving using autoregressive input-output HMMs EL Zec, N Mohammadiha, A Schliep 2018 21st International Conference on Intelligent Transportation Systems …, 2018 | 16 | 2018 |
Paris SmaragdisUniversity of Illinois at Urbana-Champaign / Adobe ResearchVerified email at illinois.edu
