Robustness low quality phone

90.0% passed tests (9 passed / 1 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

-0.04

emovo-1.2.1-emotion.test

-0.07

iemocap-2.3.0-emotion.categories.test.gold_standard

-0.03

meld-1.3.1-emotion.categories.test.gold_standard

-0.00

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

-0.02

mean

-0.03

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

0.94

emovo-1.2.1-emotion.test

0.76

iemocap-2.3.0-emotion.categories.test.gold_standard

0.77

meld-1.3.1-emotion.categories.test.gold_standard

0.80

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

0.74

mean

0.80

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_standard35.png
../../../_images/visualization_emovo-1.2.1-emotion.test35.png
../../../_images/visualization_iemocap-2.3.0-emotion.categories.test.gold_standard35.png
../../../_images/visualization_meld-1.3.1-emotion.categories.test.gold_standard45.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-1.gold_standard23.png