Temporarily-Aware Context Modelling using Generative Adversarial Networks for Speech Activity Detection

no code implementations • 2 Apr 2020 • Tharindu Fernando, Sridha Sridharan, Mitchell McLaren, Darshana Priyasad, Simon Denman, Clinton Fookes

This paper presents a novel framework for Speech Activity Detection (SAD).

Action Detection Activity Detection +1

Memory based fusion for multi-modal deep learning

no code implementations • 16 Jul 2020 • Darshana Priyasad, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes

The use of multi-modal data for deep machine learning has shown promise when compared to uni-modal approaches with fusion of multi-modal features resulting in improved performance in several applications.

Attention Driven Fusion for Multi-Modal Emotion Recognition

no code implementations • 23 Sep 2020 • Darshana Priyasad, Tharindu Fernando, Simon Denman, Clinton Fookes, Sridha Sridharan

In this paper, we present a deep learning-based approach to exploit and fuse text and acoustic data for emotion classification.

Emotion Classification Emotion Recognition