38 citations
4 papers
A cross-corpus study on speech emotion recognition
Rosanna Milner, Md Asif Jalal, Raymond W. M. Ng +1
For speech emotion datasets, it has been difficult to acquire large quantities of reliable data and acted emotions may be over the top compared to less expressive emotions displaye…
Evolution of a Complex Predator-Prey Ecosystem on Large-scale Multi-Agent Deep Reinforcement Learning
Jun Yamada, John Shawe-Taylor, Zafeirios Fountas
Simulation of population dynamics is a central research theme in computational biology, which contributes to understanding the interactions between predators and preys. Conventiona…
Multimodal Data Fusion based on the Global Workspace Theory
Cong Bao, Zafeirios Fountas, Temitayo Olugbade +1
We propose a novel neural network architecture, named the Global Workspace Network (GWN), which addresses the challenge of dynamic and unspecified uncertainties in multimodal data…
Real-Time Dense Stereo Matching With ELAS on FPGA Accelerated Embedded Devices
Oscar Rahnama, Duncan Frost, Ondrej Miksik +1
For many applications in low-power real-time robotics, stereo cameras are the sensors of choice for depth perception as they are typically cheaper and more versatile than their act…