Correctness distribution

Overall scores

w2v2-L

hubert-L

wavlm

data2vec

Overall Score

66.7% passed tests (2 passed / 1 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

0.34

0.36

0.31

0.33

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

0.10

0.10

0.10

0.14

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

0.11

0.09

0.27

0.13

mean

0.18

0.18

0.23

0.20

Visualization

w2v2-L

hubert-L

wavlm

data2vec

../../../_images/visualization_iemocap-2.3.0-emotion.dimensions.test.gold_standard60.png
../../../_images/visualization_iemocap-2.3.0-emotion.dimensions.test.gold_standard76.png
../../../_images/visualization_iemocap-2.3.0-emotion.dimensions.test.gold_standard77.png
../../../_images/visualization_iemocap-2.3.0-emotion.dimensions.test.gold_standard78.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard90.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard114.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard115.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard116.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard60.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard76.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard77.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard78.png