Robustness low quality phone

80.0% passed tests (8 passed / 2 failed).

Change Uar Low Quality Phone

Threshold: -0.05

Data

Change UAR Low Quality Phone

crema-d-1.2.0-emotion.categories.test.gold_standard

-0.10

emovo-1.2.1-emotion.test

-0.02

iemocap-2.3.0-emotion.categories.test.gold_standard

-0.03

meld-1.3.1-emotion.categories.test.gold_standard

-0.01

msppodcast-2.6.0-emotion.categories.test-1.gold_standard

-0.05

mean

-0.04

Percentage Unchanged Predictions Low Quality Phone

Threshold: 0.5

Data

Percentage Unchanged Predictions Low Quality Phone

crema-d-1.2.0-emotion.categories.test.gold_standard

0.75

emovo-1.2.1-emotion.test

0.74

iemocap-2.3.0-emotion.categories.test.gold_standard

0.78

meld-1.3.1-emotion.categories.test.gold_standard

0.70

msppodcast-2.6.0-emotion.categories.test-1.gold_standard

0.79

mean

0.75

Visualization

Confusion Matrix showing the shift from the predictions of the original audio to the predictions of the low quality phone audio.

../../../_images/visualization_crema-d-1.2.0-emotion.categories.test.gold_standard60.png
../../../_images/visualization_emovo-1.2.1-emotion.test60.png
../../../_images/visualization_iemocap-2.3.0-emotion.categories.test.gold_standard60.png
../../../_images/visualization_meld-1.3.1-emotion.categories.test.gold_standard82.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-1.gold_standard60.png