1 code implementation • COLING 2020 • Gwenaelle Cunha Sergio, Dennis Singh Moirangthem, Minho Lee
We propose using all encoded transformer tokens and further encode them using a novel attentive embracement layer and multi-head attention layer.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +6
1 code implementation • 5 Apr 2020 • Gwenaelle Cunha Sergio, Minho Lee
In this study, we propose a novel hybrid deep neural network that uses an Adaptive Neuro-Fuzzy Inference System to predict a video's emotion from its visual features and a deep Long Short-Term Memory Recurrent Neural Network to generate its corresponding audio signals with similar emotional inkling.
1 code implementation • 1 Jan 2020 • Gwenaelle Cunha Sergio, Minho Lee
This is due to the fact that current approaches are built for and trained with clean and complete data, and thus are not able to extract features that can adequately represent incomplete data.
1 code implementation • 14 Sep 2019 • Premkumar Vincent, Gwenaelle Cunha Sergio, Jaewon Jang, In Man Kang, Jaehoon Park, Hyeok Kim, Minho Lee, Jin-Hyuk Bae
The commonplace method used in optimization simulations, such as for optimizing the optical spacer layers' thicknesses, is the parameter sweep.