Correctness speaker ranking

Overall scores

w2v2-b

w2v2-L

w2v2-L-robust

w2v2-L-xls-r

w2v2-L-vox

Overall Score

100.0% passed tests (2 passed / 0 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).

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

Spearmans Rho

Threshold: 0.7

Data

Spearmans Rho

w2v2-b

w2v2-L

w2v2-L-robust

w2v2-L-xls-r

w2v2-L-vox

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

0.95

0.93

0.94

0.93

0.96

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

0.88

0.90

0.89

0.90

0.90

mean

0.92

0.92

0.92

0.92

0.93

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-b

w2v2-L

w2v2-L-robust

w2v2-L-xls-r

w2v2-L-vox

../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard13.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard36.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard37.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard38.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard39.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard13.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard28.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard29.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard30.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-2.gold_standard31.png