no code implementations • 17 Sep 2023 • Carson Yu Liu, Gelareh Mohammadi, Yang song, Wafa Johal
In order to train our neural network model, we employ a public dataset containing co-speech gestures with corresponding speech audio utterances, which were captured from a single male native English speaker.
no code implementations • 18 Nov 2022 • Xiaohang Hu, Nuha Aldausari, Gelareh Mohammadi
Recent studies have used GAN to transfer expressions between human faces.
no code implementations • 11 Sep 2022 • Annette Spooner, Gelareh Mohammadi, Perminder S. Sachdev, Henry Brodaty, Arcot Sowmya
This method uses temporal abstraction to convert the data into a more appropriate form for modelling, temporal pattern mining, to discover patterns in the complex, longitudinal data and machine learning models of survival analysis to select the discovered patterns.
no code implementations • 6 Jul 2022 • Annette Spooner, Gelareh Mohammadi, Perminder S. Sachdev, Henry Brodaty, Arcot Sowmya
When feature selection is applied to these datasets to identify the most important features, the biases inherent in some multivariate feature selectors due to correlated features make it difficult for these methods to distinguish between the important and irrelevant features and the results of the feature selection process can be unstable.
no code implementations • 5 Jul 2022 • Annette Spooner, Gelareh Mohammadi, Perminder S. Sachdev, Henry Brodaty, Arcot Sowmya
A fixed threshold, which is typically applied, offers no guarantee that the final set of selected features contains only relevant features.
no code implementations • 4 Nov 2020 • Nuha Aldausari, Arcot Sowmya, Nadine Marcus, Gelareh Mohammadi
Then, a comprehensive review of video GANs models is provided under two main divisions according to the presence or non-presence of a condition.
no code implementations • 22 Oct 2020 • Gelareh Mohammadi, Patrik Vuilleumier
Emotions are an inseparable part of human nature affecting our behavior in response to the outside world.