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The emotion recognizer detects the user emotional state by extracting an emotion category from the voice signal and the dialogue history.
Secondly, we assigned an emotion category to each user utterance.
The amygdala, but not the posterior STS, demonstrated a greater response to blocks in which each movie morphed from neutral to a different emotion category compared to blocks in which each movie morphed to the same emotion category.
eMotion analyses each video frame individually and outputs the estimated probability for each emotion category at that frame.
There were no differences in recognition accuracy for any emotion category between the schizophrenia group and the degraded image control group.
In a between-subject design, infants were tested on their ability to discriminate faces that were between-category (across the category boundary) or within-category (within emotion category).
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The complete list of emotions is shown in table 3. Pre-tests using a larger and more detailed set of emotion categories revealed weak agreement between observers for a forced categorization of emotional episodes.
Each utterance in the database is labeled with emotion categories (happy, surprised, sad, angry, fearful, neutral, and others) and three-dimensional emotional space (valence, activation, and dominance).
"In the past, when we were trying to decode that algorithm using only those six basic emotion categories, we were having tremendous difficulty.
Only four emotion categories are here considered.
Figure 8 Distribution of emotion categories in 3D emotion space.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com