Explainable Mutlimodal Emotion Recognition
Mishra, Punit Kumar
Explainable Mutlimodal Emotion Recognition by Punit Kumar Mishra - IIT Jodhpur Department of Computer Science and Technology 2023 - vii,15p. HB
The objective of this thesis work is to understand the applications of multimodal machine learning and explore ongoing research in this field. There is significant potential to enhance accuracy by improving the fusion of different modalities. Additionally, we aim to investigate the utilization of graph neural networks to enhance the explainability of multimodal emotion recognition classifiers.
Department of Computer Science and Technology
Multimodal Machine Learning
MTech Theses
006.3 / M678E
Explainable Mutlimodal Emotion Recognition by Punit Kumar Mishra - IIT Jodhpur Department of Computer Science and Technology 2023 - vii,15p. HB
The objective of this thesis work is to understand the applications of multimodal machine learning and explore ongoing research in this field. There is significant potential to enhance accuracy by improving the fusion of different modalities. Additionally, we aim to investigate the utilization of graph neural networks to enhance the explainability of multimodal emotion recognition classifiers.
Department of Computer Science and Technology
Multimodal Machine Learning
MTech Theses
006.3 / M678E