Masters and PhD Topics in Multimodal Emotion Recognition

Research Topics in Multimodal Emotion Recognition - S-Logix

Multimodal emotion recognition is a technology that combines information from different sources, such as facial expressions, voice tone, and body language.

Masters and PhD Research Topics in Multimodal Emotion Recognition

Automated multimodal emotion recognition has become an emerging but challenging research topic in the fields of affective learning and sentiment analysis. The ...

Multimodal Emotion Recognition

Input modalities include speech, text and facial expressions. The system predicts the emotional content of a speaker's utterance. In this thesis, a multimodal ...

Multimodal Emotion Recognition using facial expression and other ...

In this thesis, we explored the field of multimodal emotion recognition by investigating the combination of facial expressions and physiological signals. An ...

MM-EMOR: Multi-Modal Emotion Recognition of Social Media Using ...

The current study aims to develop an effective multimodal emotion recognition system known as MM-EMOR in order to improve the efficacy of emotion recognition ...

Multimodal Emotion Recognition Using Deep Learning Techniques

POOLING FOR MULTIMODAL EMOTION RECOGNITION better adapt to unseen subjects. ... Master's thesis, Department of Computer Science, University of Toronto, 2009.

Multimodal Emotion Recognition and Sentiment Analysis Using ...

For better emotion recognition it is expedient to use both types of expressions. In this paper, a multimodal approach for emotion recognition based on fusion of ...

Production and perception of multimodal emotion expressions using ...

This interdisciplinary project integrates methods from psychology and artificial intelligence (machine learning) to investigate how emotional expressions are ...

A DEEP LEARNING BASED FRAMEWORK FOR NOVELTY AWARE ...

This thesis focuses on the development of a generalized and modular system for human emotion recognition and explanation based on visual information.

Multimodal Emotion Recognition Using Feature Fusion: An LLM ...

Multimodal emotion recognition is a developing field that analyzes emotions through various channels, mainly audio, video, and text.

Exploration of a Multimodal Emotion Recognition System and the ...

entire MSc program. Finally, a thank you to the School of ... male and female subjects portraying Ekman's six basic emotional states [48].

A Multimodal Dataset for Mixed Emotion Recognition | Scientific Data

Mixed emotions have attracted increasing interest recently, but existing datasets rarely focus on mixed emotion recognition from multimodal ...

Multimodal Emotion Captioning Using Large Language Model with ...

This approach bridges the gap between speech, video and text data, leveraging the full potential of LLMs for open-ended emotion recognition ...

Multimodal Emotion Recognition Using Deep Learning Techniques

Duc Thanh Nguyen who has proofread chapter 3 and chapter 6 of my thesis and also provided me some edits and suggestions to improve the chapters further. I would ...

Multimodal Emotion Detection via Attention-Based Fusion of ...

The research suggests a new attention-based approach to multimodal emotion recognition. This technique integrates facial and speech features that have been ...

A review of multimodal emotion recognition from datasets ...

2. It is apparent that there is an increasing interest in research on multimodal emotion recognition. The fusion of audio-visual, speech-text, ...

multimodal emotion analysis with focused attention - USD RED

This thesis responds to this challenge by proposing a robust model tailored for emotion recognition, specifically focusing on leveraging audio and text data.

What multimodal components, tools, dataset and focus of emotion ...

It was found from the literature review that utilizing tools as expressions of emotion recognition experienced by humans has been most frequently used for ...

multimodal emotion recognition using deep learning networks ...

The viva-voce of the PhD Thesis submitted by Mr. Jaykumar Manharbhai Vala (Enrollment. No.189999913050) entitled Multimodal Emotion Recognition ...

Multi-Modal Fusion Emotion Recognition Method of Speech ...

A multi-modal fusion emotion recognition method for speech expressions based on deep learning is proposed.