Nasser Mohammadiha
Nasser Mohammadiha
Machine Learning Expert & Data Scientist at Ericsson, and Adjunct Associate Professor at Chalmers
Verified email at ericsson.com - Homepage
TitleCited byYear
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
3072013
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
1332014
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
782013
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
682011
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
542011
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
452012
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
402013
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
282013
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
282013
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
242014
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
242012
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
232016
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
172015
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
142015
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
Nonnegative matrix factorization using projected gradient algorithms with sparseness constraints
N Mohammadiha, A Leijon
2009 IEEE International Symposium on Signal Processing and Information …, 2009
142009
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
132012
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
132012
Speech Enhancement Using Nonnegative MatrixFactorization and Hidden Markov Models
N Mohammadiha
KTH, 2013
102013
Gamma hidden Markov model as a probabilistic nonnegative matrix factorization
N Mohammadiha, WB Kleijn, A Leijon
21st European Signal Processing Conference (EUSIPCO 2013), 1-5, 2013
92013
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Articles 1–20