DNN Multimodal Fusion Techniques for Predicting Video Sentiment

no code implementations • WS 2018 • Jennifer Williams, Ramona Comanescu, Oana Radu, Leimin Tian

Our work also improves feature selection for unimodal sentiment analysis, while proposing a novel and effective multimodal fusion architecture for this task.

feature selection Multimodal Sentiment Analysis

Recognizing Emotions in Video Using Multimodal DNN Feature Fusion

no code implementations • WS 2018 • Jennifer Williams, Steven Kleinegesse, Ramona Comanescu, Oana Radu

We present our system description of input-level multimodal fusion of audio, video, and text for recognition of emotions and their intensities for the 2018 First Grand Challenge on Computational Modeling of Human Multimodal Language.

Emotion Recognition Machine Translation