Correctness speaker ranking

Overall scores

w2v2-L

hubert-L

wavlm

data2vec

Overall Score

0.0% passed tests (0 passed / 2 failed).

50.0% passed tests (1 passed / 1 failed).

50.0% passed tests (1 passed / 1 failed).

50.0% passed tests (1 passed / 1 failed).

Spearmans Rho

Threshold: 0.7

Data

Spearmans Rho

w2v2-L

hubert-L

wavlm

data2vec

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

0.61

0.90

0.83

0.82

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

0.37

0.17

0.31

0.34

mean

0.49

0.54

0.57

0.58

Visualization

The plots visualize the precision of predicting speakers to be in the Top 25% or Bottom 25% of all speakers. Green dots indicate correctly classified speakers, red false positive speakers, whereby red squares indicate confusions between Top 25% and Bottom 25% speakers. The remaining grey data points are samples outside the range of interest. They contain false negatives that should have been predicted in the Top 25% or Bottom 25% of speakers, but were not. True negatives are those speakers that are not part of the Top 25% or Bottom 25%, and were predicted as such.

w2v2-L

hubert-L

wavlm

data2vec

../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard168.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard189.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard190.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard191.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard116.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard129.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard130.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard131.png