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4a3511f1ce
This lines up the names in the conversion plugins with the [emotionML suggested vocab](https://www.w3.org/TR/emotion-voc/#dimensions). emoml has different names for the 4-dimensional fsre scheme and the 3-dimensional vad scheme, which this pull request has added. I've added the "unpredictability" dimension and mapped big6:surprise to it's maximum value. The assumption is that surprise varies between 5 and 10 to be in line with the other dimensions (no such thing as negative surprise, so no values less than 5). I see that arousal also has all values >5 (so no negative arousal). Ideally, surprise mappings for V, A and D should be calculated empirically - I think there'll be some arousal and possibly slightly lowered dominance. I wonder if we should use another colon in the emoml names, eg: "emoml:fsredim:valence" or "emoml:big6:happiness", since the [emoml suggested vocab](https://www.w3.org/TR/emotion-voc/xml) only specifies names like "happiness" in a category "big6" (ie: it's hard to know which is the category in "big6happiness"). We'd have to go through the example plugins and make sure they also conform... open to discussion on this btw... ps: apologies for multiple changes in this one pr..
52 lines
1.1 KiB
Plaintext
52 lines
1.1 KiB
Plaintext
---
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name: Ekman2FSRE
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module: senpy.plugins.conversion.emotion.centroids
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description: Plugin to convert emotion sets from Ekman to VAD
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version: 0.2
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# No need to specify onyx:doesConversion because centroids.py adds it automatically from centroids_direction
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centroids:
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anger:
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A: 6.95
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D: 5.1
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V: 2.7
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S: 5.0
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disgust:
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A: 5.3
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D: 8.05
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V: 2.7
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S: 5.0
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fear:
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A: 6.5
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D: 3.6
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V: 3.2
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S: 5.0
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happiness:
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A: 7.22
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D: 6.28
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V: 8.6
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S: 5.0
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sadness:
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A: 5.21
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D: 2.82
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V: 2.21
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S: 5.0
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surprise:
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A: 5.0
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D: 5.0
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V: 5.0
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S: 10.0
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centroids_direction:
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- emoml:big6
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- emoml:fsre-dimensions
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aliases: # These are aliases for any key in the centroid, to avoid repeating a long name several times
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A: emoml:fsre-dimensions:arousal
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V: emoml:fsre-dimensions:valence
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D: emoml:fsre-dimensions:potency
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S: emoml:fsre-dimensions:unpredictability
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anger: emoml:big6anger
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disgust: emoml:big6disgust
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fear: emoml:big6fear
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happiness: emoml:big6happiness
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sadness: emoml:big6sadness
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surprise: emoml:big6surprise
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