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Using Deep Learning-Based Framework For Child Speech Emotion Recognition, Gerald N. Onwujekwe Jan 2021

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 …


“I Am Not Free While [Anyone] Is Unfree”: A Proposal And Framework For Enmarginalized Feminist Policy Analysis, Avina Ross Jan 2015

“I Am Not Free While [Anyone] Is Unfree”: A Proposal And Framework For Enmarginalized Feminist Policy Analysis, Avina Ross

Social Work Student Works

This paper introduces a new feminist approach and framework to policy analysis. As an integration of intersectionality, Black feminist thought and endarkened feminist epistemology, enmarginalized feminist policy analysis (EFPA) offers an intersectional and flexible scope in a framework to assess policy for a diversity of populations, focusing on groups who are forced to live marginal and oppressed lives. Discussion is provided on existing approaches and frameworks in addition to an overview of the theoretical underpinnings of EFPA. A nine-component framework, which includes a section for analyst reflexivity, is provided to guide users in conducting EFPA. The author concludes with implications …