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1. Interpretable-CNN-for-Big-Five-Personality-Traits-using-Audio-Data Interpretable-CNN-for-Big-Five-Personality-Traits-using-Audio-Data Public

   We developed an interpretable CNN for big five personality traits using human speech data. This project discovers the different frequency patterns of a human voice with respect to each five persona…

   Python 14 3

2. Recognizing-Emotions-evoked-by-Movies-usingMultitask-Learning Recognizing-Emotions-evoked-by-Movies-usingMultitask-Learning Public

   We model the emotions evoked by videos in a different manner: instead of modeling the aggregated value we jointly model the emotions experienced by each viewer and the aggregated value using a mult…

   Python 1

3. Modeling-Subjective-Affect-Annotations-with-Multi-Task-Learning Modeling-Subjective-Affect-Annotations-with-Multi-Task-Learning Public

   We compare two generic Deep Learning architectures: a Single-Task (ST) architecture and a Multi-Task (MT) architecture. While the ST architecture models a single emotional perception each time, the…

   Python

4. Predicting-the-Subjective-Responses-Emotion-in-Dialogues-with-Multi-Task-Learning Predicting-the-Subjective-Responses-Emotion-in-Dialogues-with-Multi-Task-Learning Public

   Anticipating the subjective emotional responses of the user is an interesting capacity for automatic dialogue systems. In this work, given a piece of a dialog, we addressed the problem of predictin…

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5. yield-and-predict-the-firmness-of-strawberries yield-and-predict-the-firmness-of-strawberries Public

   High air humidity lowers strawberry yield and shortens shelf life. This study presents an AI model that predicts yield and firmness using historical data, helping farmers take timely actions to opt…

   Python