1 code implementation • 15 Sep 2017 • Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
We propose a novel speech enhancement method that is based on a Bayesian formulation of NMF (BNMF).
no code implementations • 16 Sep 2017 • Nasser Mohammadiha, Arne Leijon
Finally, a noise reduction algorithm is proposed using the derived speech and babble models.
no code implementations • 16 Sep 2017 • Nasser Mohammadiha, Simon Doclo
This paper presents two single channel speech dereverberation methods to enhance the quality of speech signals that have been recorded in an enclosed space.
no code implementations • 15 Sep 2017 • Ghazaleh Panahandeh, Erik Ek, Nasser Mohammadiha
In this paper, the problem of road friction prediction from a fleet of connected vehicles is investigated.
no code implementations • 12 Sep 2017 • Christopher Innocenti, Henrik Lindén, Ghazaleh Panahandeh, Lennart Svensson, Nasser Mohammadiha
This paper aims to investigate direct imitation learning from human drivers for the task of lane keeping assistance in highway and country roads using grayscale images from a single front view camera.
no code implementations • 31 Aug 2017 • Nasser Mohammadiha, Paris Smaragdis, Ghazaleh Panahandeh, Simon Doclo
Nonnegative matrix factorization (NMF) has been actively investigated and used in a wide range of problems in the past decade.