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.
Results
Showing 1 to 4 of 4 for “"Multimodal classification"”.
-
Productivity Measurement of Call Centre Agents using a Multimodal Classification Approach
… best accuracy from text and speech data using a multimodal structure. Accordingly, the diarisation algorithm extracts that part of the call where the agent is talking from which the customer is doing so. Manual annotation is also necessary to divide the modelling corpus into productive and …
-
Detecting Multimodal Behaviors for Neurodegenerative Disease
… data and show its use in detecting specific multimodal learning behaviors. Furthermore, this thesis will explore recommendations for working with eye-tracking systems and outline future steps towards developing a multimodal classification model to automate early diagnosis of neurodegenerative …
-
Fairness for affective and wellbeing computing
… tools. To overcome the limitations in existing multimodal methods, we propose FairReFuse, a novel referee-based multimodal framework with causal intervention, for fairer predictions in a multimodal classification setting. To achieve group-level gender fairness, we implement causal interventional …
-
Improving music mood classification using lyrics, audio and social tags
… scale, people call for automatic tools for music classification and recommendation. However, there have been only a few music mood classification systems with suboptimal performances, and most of them are solely based on the audio content of the music. Lyric text and social tags are resources …