Robustness spectral tilt¶
70.0% passed tests (14 passed / 6 failed).
Change Uar Downward Tilt¶
Data |
Change UAR Downward Tilt |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
-0.01 |
emovo-1.2.1-emotion.test |
0.02 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
-0.00 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.01 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
-0.00 |
mean |
0.00 |
Change Uar Upward Tilt¶
Data |
Change UAR Upward Tilt |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.00 |
emovo-1.2.1-emotion.test |
0.00 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
-0.02 |
meld-1.3.1-emotion.categories.test.gold_standard |
-0.03 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
-0.02 |
mean |
-0.01 |
Percentage Unchanged Predictions Downward Tilt¶
Data |
Percentage Unchanged Predictions Downward Tilt |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.97 |
emovo-1.2.1-emotion.test |
0.93 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.93 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.83 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.91 |
mean |
0.91 |
Percentage Unchanged Predictions Upward Tilt¶
Data |
Percentage Unchanged Predictions Upward Tilt |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.93 |
emovo-1.2.1-emotion.test |
0.82 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.74 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.78 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.80 |
mean |
0.81 |
Visualization Downward Tilt¶
Confusion Matrix showing the shift from the predictions of original audio to the predictions of audio with a downward spectral tilt.
Visualization Upward Tilt¶
Confusion Matrix showing the shift from the predictions of original audio to the predictions of audio with an upward spectral tilt.
