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

0.04

0.03

0.04

0.04

0.03

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

0.04

0.05

0.03

0.04

0.03

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

0.07

0.04

0.04

0.04

0.05

mean

0.05

0.04

0.04

0.04

0.04

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-full1.png
../../../_images/visualization_iemocap-2.3.0-full4.png
../../../_images/visualization_iemocap-2.3.0-full5.png
../../../_images/visualization_iemocap-2.3.0-full6.png
../../../_images/visualization_iemocap-2.3.0-full7.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard9.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard32.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard33.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard34.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard35.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard9.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard24.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard25.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard26.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard27.png