Correctness speaker average

Overall scores

w2v2-L

hubert-L

wavlm

data2vec

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).

Mean Absolute Error

Threshold: 0.1

Data

Mean Absolute Error

w2v2-L

hubert-L

wavlm

data2vec

iemocap-2.3.0-full

0.04

0.03

0.08

0.03

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

0.04

0.04

0.03

0.05

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

0.03

0.03

0.08

0.04

mean

0.04

0.03

0.06

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-L

hubert-L

wavlm

data2vec

../../../_images/visualization_iemocap-2.3.0-full15.png
../../../_images/visualization_iemocap-2.3.0-full19.png
../../../_images/visualization_iemocap-2.3.0-full20.png
../../../_images/visualization_iemocap-2.3.0-full21.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard98.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard120.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard121.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard122.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard68.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard82.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard83.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard84.png