Business Commons^™

Using Deep Learning-Based Framework For Child Speech Emotion Recognition, Gerald N. Onwujekwe

Theses and Dissertations

Biological languages of the body through which human emotion can be detected abound including heart rate, facial expressions, movement of the eyelids and dilation of the eyes, body postures, skin conductance, and even the speech we make. Speech emotion recognition research started some three decades ago, and the popular Interspeech Emotion Challenge has helped to propagate this research area. However, most speech recognition research is focused on adults and there is very little research on child speech. This dissertation is a description of the development and evaluation of a child speech emotion recognition framework. The higher-level components of the framework …

Perceived Organizational Support For Women’S Advancement And Turnover Intentions And Career Advancement Aspirations. The Mediating Role Of Job And Employer Satisfaction., Marta Squadrito

Theses and Dissertations

The purpose of this research is to examine whether the lack of organizational support for women’s advancement decreases female supervisors and managers’ aspiration to advance their careers and increases their turnover intentions and, the mediating effect of job satisfaction and employer satisfaction on the relationship between support and advancement aspirations and turnover intentions.

The antecedents of turnover intentions have been widely studied in the literature, while the antecedents of career aspirations, especially women’s, have not been a focus of much scholarly attention. Based on a review of the literature and drawing upon social exchange theory, and social cognitive theory, it …

Inquiries In Intelligent Information Systems: New Trajectories And Paradigms, Samaa Elnagar

Theses and Dissertations

Rapid Digital transformation drives organizations to continually revitalize their business models so organizations can excel in such aggressive global competition. Intelligent Information Systems (IIS) have enabled organizations to achieve many strategic and market leverages. Despite the increasing intelligence competencies offered by IIS, they are still limited in many cognitive functions. Elevating the cognitive competencies offered by IIS would impact the organizational strategic positions.

With the advent of Deep Learning (DL), IoT, and Edge Computing, IISs has witnessed a leap in their intelligence competencies. DL has been applied to many business areas and many industries such as real estate and manufacturing. …