Multimodal emotion recognition and speaker identification in financial conversations

Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2025-10-20 without embargo terms

Name thesis:degree_name

Ph.D.

Level thesis:degree_level

Dissertation

Discipline thesis:degree_discipline

Informatics

Grantor

University of Illinois Urbana-Champaign

Year dc:date

2025

Author dc:creator

• Kaikaus, Jamshed

Contributors dc:contributor

• Brunner, Robert J.
• Brunner, Robert J
• Mendoza, Kimberly
• Carrasco Kind, Matias
• Zhu, Wei

• Emotion Recognition
• Speaker Identification
• Multimodal Learning
• Multi-task Learning
• Machine Learning
• Deep Learning
• Affective Computing
• Representation Learning
• Large Language Models
• Natural Language Processing
• Speech Processing
• Financial Artificial Intelligence
• Financial Communication
• Earnings Calls
• Data Annotation
• Dataset Curation

Statement dc:rights

• Copyright 2025 Jamshed Kaikaus

Language dc:language

en, eng

Handle dc:identifier

https://hdl.handle.net/2142/129951

OAI identifier oai:identifier

oai:www.ideals.illinois.edu:2142/129951