Robustness background noise¶
62.5% passed tests (15 passed / 9 failed).
Change Ccc Babble Noise¶
Data |
Change CCC Babble Noise |
|---|---|
iemocap-2.3.0-emotion.dimensions.test.gold_standard |
-0.02 |
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
-0.00 |
mean |
-0.01 |
Change Ccc Coughing¶
Data |
Change CCC Coughing |
|---|---|
iemocap-2.3.0-emotion.dimensions.test.gold_standard |
0.02 |
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
-0.07 |
mean |
-0.03 |
Change Ccc Environmental Noise¶
Data |
Change CCC Environmental Noise |
|---|---|
iemocap-2.3.0-emotion.dimensions.test.gold_standard |
-0.01 |
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
0.00 |
mean |
-0.01 |
Change Ccc Music¶
Data |
Change CCC Music |
|---|---|
iemocap-2.3.0-emotion.dimensions.test.gold_standard |
-0.02 |
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
-0.00 |
mean |
-0.01 |
Change Ccc Sneezing¶
Data |
Change CCC Sneezing |
|---|---|
iemocap-2.3.0-emotion.dimensions.test.gold_standard |
0.01 |
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
-0.09 |
mean |
-0.04 |
Change Ccc White Noise¶
Data |
Change CCC White Noise |
|---|---|
iemocap-2.3.0-emotion.dimensions.test.gold_standard |
0.01 |
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
0.01 |
mean |
0.01 |
Percentage Unchanged Predictions Babble Noise¶
Data |
Percentage Unchanged Predictions Babble Noise |
|---|---|
iemocap-2.3.0-emotion.dimensions.test.gold_standard |
0.93 |
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
0.90 |
mean |
0.92 |
Percentage Unchanged Predictions Coughing¶
Data |
Percentage Unchanged Predictions Coughing |
|---|---|
iemocap-2.3.0-emotion.dimensions.test.gold_standard |
0.78 |
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
0.64 |
mean |
0.71 |
Percentage Unchanged Predictions Environmental Noise¶
Data |
Percentage Unchanged Predictions Environmental Noise |
|---|---|
iemocap-2.3.0-emotion.dimensions.test.gold_standard |
0.95 |
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
0.96 |
mean |
0.95 |
Percentage Unchanged Predictions Music¶
Data |
Percentage Unchanged Predictions Music |
|---|---|
iemocap-2.3.0-emotion.dimensions.test.gold_standard |
0.94 |
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
0.90 |
mean |
0.92 |
Percentage Unchanged Predictions Sneezing¶
Data |
Percentage Unchanged Predictions Sneezing |
|---|---|
iemocap-2.3.0-emotion.dimensions.test.gold_standard |
0.69 |
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
0.52 |
mean |
0.60 |
Percentage Unchanged Predictions White Noise¶
Data |
Percentage Unchanged Predictions White Noise |
|---|---|
iemocap-2.3.0-emotion.dimensions.test.gold_standard |
0.82 |
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard |
0.94 |
mean |
0.88 |
Visualization Babble Noise¶
Difference of predictions for clean audio and audio with added babble noise. The allowed prediction difference \(\delta < 0.05\) is highlighted in green in the upper plot. The lower plot shows the distributions of the two predictions.
Visualization Coughing¶
Difference of predictions for clean audio and audio with added coughing. The allowed prediction difference \(\delta < 0.05\) is highlighted in green in the upper plot. The lower plot shows the distributions of the two predictions.
Visualization Environmental Noise¶
Difference of predictions for clean audio and audio with added environmental noise. The allowed prediction difference \(\delta < 0.05\) is highlighted in green in the upper plot. The lower plot shows the distributions of the two predictions.
Visualization Music¶
Difference of predictions for clean audio and audio with added music. The allowed prediction difference \(\delta < 0.05\) is highlighted in green in the upper plot. The lower plot shows the distributions of the two predictions.
Visualization Sneezing¶
Difference of predictions for clean audio and audio with added sneezing. The allowed prediction difference \(\delta < 0.05\) is highlighted in green in the upper plot. The lower plot shows the distributions of the two predictions.
Visualization White Noise¶
Difference of predictions for clean audio and audio with added white noise. The allowed prediction difference \(\delta < 0.05\) is highlighted in green in the upper plot. The lower plot shows the distributions of the two predictions.
