Correctness speaker average

Overall scores

w2v2-b

w2v2-L

w2v2-L-robust

w2v2-L-xls-r

w2v2-L-vox

Overall Score

100.0% passed tests (3 passed / 0 failed).

100.0% passed tests (3 passed / 0 failed).

100.0% passed tests (3 passed / 0 failed).

100.0% passed tests (3 passed / 0 failed).

100.0% passed tests (3 passed / 0 failed).

Mean Absolute Error

Threshold: 0.1

Data

Mean Absolute Error

w2v2-b

w2v2-L

w2v2-L-robust

w2v2-L-xls-r

w2v2-L-vox

iemocap-2.3.0-full

0.02

0.02

0.02

0.02

0.02

msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard

0.05

0.06

0.03

0.07

0.07

msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard

0.06

0.07

0.03

0.09

0.08

mean

0.04

0.05

0.03

0.06

0.06

Visualization

The plot shows the predicted average value with the true average value. We select a slightly higher threshold for the absolute error in the plots compared to the Mean Absolute Error test as we are interested in highlighting only big deviations here.

w2v2-b

w2v2-L

w2v2-L-robust

w2v2-L-xls-r

w2v2-L-vox

../../../_images/visualization_iemocap-2.3.0-full34.png
../../../_images/visualization_iemocap-2.3.0-full37.png
../../../_images/visualization_iemocap-2.3.0-full38.png
../../../_images/visualization_iemocap-2.3.0-full39.png
../../../_images/visualization_iemocap-2.3.0-full40.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard141.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard164.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard165.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard166.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard167.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard97.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard112.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard113.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard114.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard115.png