477 citations · 480 across the 3 of their papers we have counts for
3 papers
Towards Robust Real-time Audio-Visual Speech Enhancement
Mandar Gogate, Kia Dashtipour, Amir Hussain
The human brain contextually exploits heterogeneous sensory information to efficiently perform cognitive tasks including vision and hearing. For example, during the cocktail party…
A new recurrent neural network based predictive model for Faecal Calprotectin analysis: A retrospective study
Zeeshan Khawar Malik, Zain U. Hussain, Ziad Kobti +3
Faecal Calprotectin (FC) is a surrogate marker for intestinal inflammation, termed Inflammatory Bowel Disease (IBD), but not for cancer. In this retrospective study of 804 patients…
Group Sparse Regularization for Deep Neural Networks
Simone Scardapane, Danilo Comminiello, Amir Hussain +1
In this paper, we consider the joint task of simultaneously optimizing (i) the weights of a deep neural network, (ii) the number of neurons for each hidden layer, and (iii) the sub…