Nasser Mohammadiha

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 16

Top Venues

CoRR

ITSC

ICASSP

IEEE Trans. Speech Audio Process.

Royal Institute of Technology, Stockholm, Sweden (PHD)

Education History

Royal Institute of Technology, Stockholm, Sweden

PHD

Publications

Carlos Natalino, Nasser Mohammadiha, Ashkan Panahi
Machine-Learning-as-a-Service for Optical Network Automation. OFC (2023)
Henrik Arnelid, Edvin Listo Zec, Nasser Mohammadiha
Recurrent Conditional Generative Adversarial Networks for Autonomous Driving Sensor Modelling. ITSC (2019)
John Martinsson, Nasser Mohammadiha, Alexander Schliep
Clustering Vehicle Maneuver Trajectories Using Mixtures of Hidden Markov Models. ITSC (2018)
Erik Karlsson, Nasser Mohammadiha
A Data-Driven Generative Model for GPS Sensors for Autonomous Driving. SEFAIAS@ICSE (2018)
Erik Karlsson, Nasser Mohammadiha
A Statistical GPS Error Model for Autonomous Driving. Intelligent Vehicles Symposium (2018)
Edvin Listo Zec, Nasser Mohammadiha, Alexander Schliep
Statistical Sensor Modelling for Autonomous Driving Using Autoregressive Input-Output HMMs. ITSC (2018)
Nasser Mohammadiha, Paris Smaragdis, Ghazaleh Panahandeh, Simon Doclo
A State-Space Approach to Dynamic Nonnegative Matrix Factorization. CoRR (2017)
Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization. CoRR (2017)
Christopher Innocenti, Henrik Lindén, Ghazaleh Panahandeh, Lennart Svensson, Nasser Mohammadiha
Imitation Learning for Vision-based Lane Keeping Assistance. CoRR (2017)
Ghazaleh Panahandeh, Erik Ek, Nasser Mohammadiha
Road Friction Estimation for Connected Vehicles using Supervised Machine Learning. CoRR (2017)
Christopher Innocenti, Henrik Lindén, Ghazaleh Panahandeh, Lennart Svensson, Nasser Mohammadiha
Imitation learning for vision-based lane keeping assistance. ITSC (2017)
Nasser Mohammadiha, Simon Doclo
Speech Dereverberation Using Nonnegative Convolutive Transfer Function and Spectro temporal Modeling. CoRR (2017)
Nasser Mohammadiha, Arne Leijon
Nonnegative HMM for Babble Noise Derived from Speech HMM: Application to Speech Enhancement. CoRR (2017)
Ghazaleh Panahandeh, Erik Ek, Nasser Mohammadiha
Road friction estimation for connected vehicles using supervised machine learning. Intelligent Vehicles Symposium (2017)
Nasser Mohammadiha, Simon Doclo
Speech Dereverberation Using Non-Negative Convolutive Transfer Function and Spectro-Temporal Modeling. IEEE ACM Trans. Audio Speech Lang. Process. 24 (2) (2016)
Johan Florback, Lars Tornberg, Nasser Mohammadiha
Offline object matching and evaluation process for verification of autonomous driving. ITSC (2016)
Afsaneh Asaei, Nasser Mohammadiha, Mohammad Javad Taghizadeh, Simon Doclo, Hervé Bourlard
On application of non-negative matrix factorization for ad hoc microphone array calibration from incomplete noisy distances. ICASSP (2015)
Sam Karimian-Azari, Nasser Mohammadiha, Jesper Rindom Jensen, Mads Græsbøll Christensen
Pitch estimation and tracking with harmonic emphasis on the acoustic spectrum. ICASSP (2015)
Ante Jukic, Nasser Mohammadiha, Toon van Waterschoot, Timo Gerkmann, Simon Doclo
Multi-channel linear prediction-based speech dereverberation with low-rank power spectrogram approximation. ICASSP (2015)
Nasser Mohammadiha, Paris Smaragdis, Simon Doclo
Joint acoustic and spectral modeling for speech dereverberation using non-negative representations. ICASSP (2015)
Nasser Mohammadiha, Paris Smaragdis, Ghazaleh Panahandeh, Simon Doclo
A State-Space Approach to Dynamic Nonnegative Matrix Factorization. IEEE Trans. Signal Process. 63 (4) (2015)
Nasser Mohammadiha, Simon Dodo
Transient noise reduction using nonnegative matrix factorization. HSCMA (2014)
Nasser Mohammadiha, Simon Doclo
Single-channel dynamic exemplar-based speech enhancement. INTERSPEECH (2014)
Paris Smaragdis, Cédric Févotte, Gautham J. Mysore, Nasser Mohammadiha, Matthew D. Hoffman
Static and Dynamic Source Separation Using Nonnegative Factorizations: A unified view. IEEE Signal Process. Mag. 31 (3) (2014)
Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
Low-artifact source separation using probabilistic latent component analysis. WASPAA (2013)
Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
Simultaneous noise classification and reduction using a priori learned models. MLSP (2013)
Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
Prediction based filtering and smoothing to exploit temporal dependencies in NMF. ICASSP (2013)
Ghazaleh Panahandeh, Nasser Mohammadiha, Arne Leijon, Peter Handel
Continuous Hidden Markov Model for Pedestrian Activity Classification and Gait Analysis. IEEE Trans. Instrum. Meas. 62 (5) (2013)
Nasser Mohammadiha, Rainer Martin, Arne Leijon
Spectral Domain Speech Enhancement Using HMM State-Dependent Super-Gaussian Priors. IEEE Signal Process. Lett. 20 (3) (2013)
Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization. IEEE Trans. Speech Audio Process. 21 (10) (2013)
Nasser Mohammadiha, Arne Leijon
Nonnegative HMM for Babble Noise Derived From Speech HMM: Application to Speech Enhancement. IEEE Trans. Speech Audio Process. 21 (5) (2013)
Nasser Mohammadiha, W. Bastiaan Kleijn, Arne Leijon
Gamma hidden Markov model as a probabilistic Nonnegative Matrix Factorization. EUSIPCO (2013)
Nasser Mohammadiha, Jalal Taghia, Arne Leijon
Single channel speech enhancement using Bayesian NMF with recursive temporal updates of prior distributions. ICASSP (2012)
Ghazaleh Panahandeh, Nasser Mohammadiha, Magnus Jansson
Ground plane feature detection in mobile vision-aided inertial navigation. IROS (2012)
Jalil Taghia, Nasser Mohammadiha, Arne Leijon
A variational Bayes approach to the underdetermined blind source separation with automatic determination of the number of sources. ICASSP (2012)
Hongmei Hu, Nasser Mohammadiha, Jalil Taghia, Arne Leijon, Mark E. Lutman, Shouyan Wang
Sparsity level in a non-negative matrix factorization based speech strategy in cochlear implants. EUSIPCO (2012)
Nasser Mohammadiha, Timo Gerkmann, Arne Leijon
A new approach for speech enhancement based on a constrained Nonnegative Matrix Factorization. ISPACS (2011)
Nasser Mohammadiha, Timo Gerkmann, Arne Leijon
A new linear MMSE filter for single channel speech enhancement based on Nonnegative Matrix Factorization. WASPAA (2011)
Jalal Taghia, Jalil Taghia, Nasser Mohammadiha, Jinqiu Sang, Václav Bouse, Rainer Martin
An evaluation of noise power spectral density estimation algorithms in adverse acoustic environments. ICASSP (2011)

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Publication Activity (10 Years)

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Nasser Mohammadiha