Correctness distribution

Overall scores

w2v2-L

hubert-L

wavlm

data2vec

Overall Score

33.3% passed tests (1 passed / 2 failed).

66.7% passed tests (2 passed / 1 failed).

33.3% passed tests (1 passed / 2 failed).

66.7% passed tests (2 passed / 1 failed).

Jensen Shannon Distance

Threshold: 0.2

Data

Jensen-Shannon Distance

w2v2-L

hubert-L

wavlm

data2vec

iemocap-2.3.0-emotion.dimensions.test.gold_standard

0.39

0.39

0.30

0.42

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

0.07

0.07

0.13

0.08

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

0.27

0.13

0.28

0.13

mean

0.24

0.20

0.24

0.21

Visualization

w2v2-L

hubert-L

wavlm

data2vec

../../../_images/visualization_iemocap-2.3.0-emotion.dimensions.test.gold_standard104.png
../../../_images/visualization_iemocap-2.3.0-emotion.dimensions.test.gold_standard120.png
../../../_images/visualization_iemocap-2.3.0-emotion.dimensions.test.gold_standard121.png
../../../_images/visualization_iemocap-2.3.0-emotion.dimensions.test.gold_standard122.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard156.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard180.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard181.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard182.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard104.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard120.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard121.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard122.png