Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 6 of 6 for “"Speech Emotion Recognition"”.
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Study on speech emotion recognition based on deep learning
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2024-12-01
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Beyond words: Understanding emotional shifts in maternal vocalizations through speech emotion recognition models
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2027-05-01
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A Novel Deep Learning Approach for Emotion Classification
… advent of deep neural networks Facial Expression Recognition (FER) has been a very ineluctable and challenging task in the field of computer vision. Micro-expressions (ME) have been quite prominently used in security, psychotherapy, neuroscience and have a wide role in several related disciplines. …
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Machine Learning Solutions for Emotional Speech: Exploiting the Information of Individual Annotations
Speech emotion recognition solutions designed under controlled conditions do not translate well into real-life applications. The first step to address this issue is developing a large, natural emotional database. Current approaches used to collect spontaneous databases tend to provide unbalanced …
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Emotional Prosody across languages and genders
This dissertation investigates emotional prosody across different languages and gen- ders, with a focus on its role in the development of Automatic Speech Emotion Recogni- tion (ASER) systems. Recognizing the limitations of existing emotional speech datasets, such as their narrow scope, limited …