Correctness speaker ranking

Overall scores

CNN14

w2v2-b

hubert-b

axlstm

Overall Score

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

100.0% passed tests (2 passed / 0 failed).

100.0% passed tests (2 passed / 0 failed).

100.0% passed tests (2 passed / 0 failed).

Spearmans Rho

Threshold: 0.7

Data

Spearmans Rho

CNN14

w2v2-b

hubert-b

axlstm

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

0.87

0.93

0.93

0.89

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

0.67

0.78

0.81

0.76

mean

0.77

0.85

0.87

0.82

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.

CNN14

w2v2-b

hubert-b

axlstm

../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard78.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard79.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard80.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard81.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard56.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard57.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard58.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard59.png