Robustness low quality phone¶
80.0% passed tests (8 passed / 2 failed).
Change Uar Low Quality Phone¶
Data |
Change UAR Low Quality Phone |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
-0.13 |
emovo-1.2.1-emotion.test |
-0.06 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
-0.02 |
meld-1.3.1-emotion.categories.test.gold_standard |
-0.01 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
-0.03 |
mean |
-0.05 |
Percentage Unchanged Predictions Low Quality Phone¶
Data |
Percentage Unchanged Predictions Low Quality Phone |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.64 |
emovo-1.2.1-emotion.test |
0.79 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.75 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.75 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.78 |
mean |
0.74 |
Visualization¶
Confusion Matrix showing the shift from the predictions of the original audio to the predictions of the low quality phone audio.
