Nasser Mohammadiha
Nasser Mohammadiha
Machine Learning Expert & Data Scientist at Ericsson, and Adjunct Associate Professor at Chalmers
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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
3812013
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
1652014
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
1042013
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
752011
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
612011
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
492012
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
422013
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
312013
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
302016
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
302013
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
272014
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
272012
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
212015
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
182015
Nonnegative matrix factorization using projected gradient algorithms with sparseness constraints
N Mohammadiha, A Leijon
2009 IEEE International Symposium on Signal Processing and Information …, 2009
182009
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
172017
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
152012
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
142017
A new approach for speech enhancement based on a constrained nonnegative matrix factorization
N Mohammadiha, T Gerkmann, A Leijon
2011 International Symposium on Intelligent Signal Processing and …, 2011
142011
Ground plane feature detection in mobile vision-aided inertial navigation
G Panahandeh, N Mohammadiha, M Jansson
2012 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2012
122012
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