Nasser Mohammadiha

According to our database, Nasser Mohammadiha authored at least 37 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Exploring the Integration of Large Language Models in Industrial Test Maintenance Processes.

Ludvig Lemner, Linnea Wahlgren, Gregory Gay, Nasser Mohammadiha, Jingxiong Liu, Joakim Wennerberg

CoRR, 2024

2023

Machine-Learning-as-a-Service for Optical Network Automation.

Carlos Natalino, Nasser Mohammadiha, Ashkan Panahi

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

2019

Recurrent Conditional Generative Adversarial Networks for Autonomous Driving Sensor Modelling.

Henrik Arnelid, Edvin Listo Zec, Nasser Mohammadiha

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Autonomous Vehicles: State of the Art, Future Trends, and Challenges.

Piergiuseppe Mallozzi, Patrizio Pelliccione, Alessia Knauss, Christian Berger, Nasser Mohammadiha

Proceedings of the Automotive Systems and Software Engineering, 2019

2018

A Statistical GPS Error Model for Autonomous Driving.

Erik Karlsson, Nasser Mohammadiha

Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Statistical Sensor Modelling for Autonomous Driving Using Autoregressive Input-Output HMMs.

Edvin Listo Zec, Nasser Mohammadiha, Alexander Schliep

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Clustering Vehicle Maneuver Trajectories Using Mixtures of Hidden Markov Models.

John Martinsson, Nasser Mohammadiha, Alexander Schliep

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

A Data-Driven Generative Model for GPS Sensors for Autonomous Driving.

Erik Karlsson, Nasser Mohammadiha

Proceedings of the 1st IEEE/ACM International Workshop on Software Engineering for AI in Autonomous Systems, 2018

2017

Speech Dereverberation Using Nonnegative Convolutive Transfer Function and Spectro temporal Modeling.

Nasser Mohammadiha, Simon Doclo

CoRR, 2017

Road friction estimation for connected vehicles using supervised machine learning.

Ghazaleh Panahandeh, Erik Ek, Nasser Mohammadiha

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Imitation learning for vision-based lane keeping assistance.

Christopher Innocenti, Henrik Lindén, Ghazaleh Panahandeh, Lennart Svensson, Nasser Mohammadiha

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

2016

Speech Dereverberation Using Non-Negative Convolutive Transfer Function and Spectro-Temporal Modeling.

Nasser Mohammadiha, Simon Doclo

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Offline object matching and evaluation process for verification of autonomous driving.

Johan Florback, Lars Tornberg, Nasser Mohammadiha

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015

A State-Space Approach to Dynamic Nonnegative Matrix Factorization.

Nasser Mohammadiha, Paris Smaragdis, Ghazaleh Panahandeh, Simon Doclo

IEEE Trans. Signal Process., 2015

Joint acoustic and spectral modeling for speech dereverberation using non-negative representations.

Nasser Mohammadiha, Paris Smaragdis, Simon Doclo

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Pitch estimation and tracking with harmonic emphasis on the acoustic spectrum.

Sam Karimian-Azari, Nasser Mohammadiha, Jesper Rindom Jensen, Mads Græsbøll Christensen

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Multi-channel linear prediction-based speech dereverberation with low-rank power spectrogram approximation.

Ante Jukic, Nasser Mohammadiha, Toon van Waterschoot, Timo Gerkmann, Simon Doclo

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

On application of non-negative matrix factorization for ad hoc microphone array calibration from incomplete noisy distances.

Afsaneh Asaei, Nasser Mohammadiha, Mohammad Javad Taghizadeh, Simon Doclo, Hervé Bourlard

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Static and Dynamic Source Separation Using Nonnegative Factorizations: A unified view.

Paris Smaragdis, Cédric Févotte, Gautham J. Mysore, Nasser Mohammadiha, Matthew D. Hoffman

IEEE Signal Process. Mag., 2014

Single-channel dynamic exemplar-based speech enhancement.

Nasser Mohammadiha, Simon Doclo

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Transient noise reduction using nonnegative matrix factorization.

Nasser Mohammadiha, Simon Dodo

Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014

2013

Speech Enhancement Using Nonnegative MatrixFactorization and Hidden Markov Models.

Nasser Mohammadiha

PhD thesis, 2013

Continuous Hidden Markov Model for Pedestrian Activity Classification and Gait Analysis.

Ghazaleh Panahandeh, Nasser Mohammadiha, Arne Leijon, Peter Handel

IEEE Trans. Instrum. Meas., 2013

Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization.

Nasser Mohammadiha, Paris Smaragdis, Arne Leijon

IEEE Trans. Speech Audio Process., 2013

Nonnegative HMM for Babble Noise Derived From Speech HMM: Application to Speech Enhancement.

Nasser Mohammadiha, Arne Leijon

IEEE Trans. Speech Audio Process., 2013

Spectral Domain Speech Enhancement Using HMM State-Dependent Super-Gaussian Priors.

Nasser Mohammadiha, Rainer Martin, Arne Leijon

IEEE Signal Process. Lett., 2013

Low-artifact source separation using probabilistic latent component analysis.

Nasser Mohammadiha, Paris Smaragdis, Arne Leijon

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Simultaneous noise classification and reduction using a priori learned models.

Nasser Mohammadiha, Paris Smaragdis, Arne Leijon

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Prediction based filtering and smoothing to exploit temporal dependencies in NMF.

Nasser Mohammadiha, Paris Smaragdis, Arne Leijon

Proceedings of the IEEE International Conference on Acoustics, 2013

Gamma hidden Markov model as a probabilistic Nonnegative Matrix Factorization.

Nasser Mohammadiha, W. Bastiaan Kleijn, Arne Leijon

Proceedings of the 21st European Signal Processing Conference, 2013

2012

Ground plane feature detection in mobile vision-aided inertial navigation.

Ghazaleh Panahandeh, Nasser Mohammadiha, Magnus Jansson

Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

A variational Bayes approach to the underdetermined blind source separation with automatic determination of the number of sources.

Jalil Taghia, Nasser Mohammadiha, Arne Leijon

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Single channel speech enhancement using Bayesian NMF with recursive temporal updates of prior distributions.

Nasser Mohammadiha, Jalal Taghia, Arne Leijon

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Sparsity level in a non-negative matrix factorization based speech strategy in cochlear implants.

Hongmei Hu, Nasser Mohammadiha, Jalil Taghia, Arne Leijon, Mark E. Lutman, Shouyan Wang

Proceedings of the 20th European Signal Processing Conference, 2012

2011

A new linear MMSE filter for single channel speech enhancement based on Nonnegative Matrix Factorization.

Nasser Mohammadiha, Timo Gerkmann, Arne Leijon

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

A new approach for speech enhancement based on a constrained Nonnegative Matrix Factorization.

Nasser Mohammadiha, Timo Gerkmann, Arne Leijon

Proceedings of the International Symposium on Intelligent Signal Processing and Communications Systems, 2011

An evaluation of noise power spectral density estimation algorithms in adverse acoustic environments.

Jalal Taghia, Jalil Taghia, Nasser Mohammadiha, Jinqiu Sang, Václav Bouse, Rainer Martin

Proceedings of the IEEE International Conference on Acoustics, 2011