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

0.26

0.27

0.28

0.26

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

0.10

0.07

0.08

0.09

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

0.14

0.14

0.32

0.19

mean

0.17

0.16

0.23

0.18

Visualization

w2v2-L

hubert-L

wavlm

data2vec

../../../_images/visualization_iemocap-2.3.0-emotion.dimensions.test.gold_standard16.png
../../../_images/visualization_iemocap-2.3.0-emotion.dimensions.test.gold_standard32.png
../../../_images/visualization_iemocap-2.3.0-emotion.dimensions.test.gold_standard33.png
../../../_images/visualization_iemocap-2.3.0-emotion.dimensions.test.gold_standard34.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard24.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard48.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard49.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard50.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard16.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard32.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard33.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard34.png