Robustness background noise¶
55.0% passed tests (33 passed / 27 failed).
Change Uar Babble Noise¶
Data |
Change UAR Babble Noise |
---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.03 |
emovo-1.2.1-emotion.test |
0.02 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
-0.02 |
meld-1.3.1-emotion.categories.test.gold_standard |
-0.00 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
-0.02 |
mean |
0.00 |
Change Uar Coughing¶
Data |
Change UAR Coughing |
---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.04 |
emovo-1.2.1-emotion.test |
-0.04 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
-0.06 |
meld-1.3.1-emotion.categories.test.gold_standard |
-0.02 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
-0.10 |
mean |
-0.04 |
Change Uar Environmental Noise¶
Data |
Change UAR Environmental Noise |
---|---|
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 |
-0.01 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.00 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
-0.02 |
mean |
-0.00 |
Change Uar Music¶
Data |
Change UAR Music |
---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
-0.00 |
emovo-1.2.1-emotion.test |
0.01 |
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 |
-0.01 |
mean |
0.00 |
Change Uar Sneezing¶
Data |
Change UAR Sneezing |
---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.06 |
emovo-1.2.1-emotion.test |
-0.00 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
-0.04 |
meld-1.3.1-emotion.categories.test.gold_standard |
-0.03 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
-0.10 |
mean |
-0.02 |
Change Uar White Noise¶
Data |
Change UAR White Noise |
---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
-0.03 |
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 |
-0.02 |
mean |
-0.01 |
Percentage Unchanged Predictions Babble Noise¶
Data |
Percentage Unchanged Predictions Babble Noise |
---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.91 |
emovo-1.2.1-emotion.test |
0.80 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.89 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.93 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.80 |
mean |
0.87 |
Percentage Unchanged Predictions Coughing¶
Data |
Percentage Unchanged Predictions Coughing |
---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.82 |
emovo-1.2.1-emotion.test |
0.56 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.66 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.78 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.53 |
mean |
0.67 |
Percentage Unchanged Predictions Environmental Noise¶
Data |
Percentage Unchanged Predictions Environmental Noise |
---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.95 |
emovo-1.2.1-emotion.test |
0.84 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.89 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.90 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.84 |
mean |
0.88 |
Percentage Unchanged Predictions Music¶
Data |
Percentage Unchanged Predictions Music |
---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.96 |
emovo-1.2.1-emotion.test |
0.83 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.90 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.92 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.84 |
mean |
0.89 |
Percentage Unchanged Predictions Sneezing¶
Data |
Percentage Unchanged Predictions Sneezing |
---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.81 |
emovo-1.2.1-emotion.test |
0.54 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.65 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.77 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.50 |
mean |
0.65 |
Percentage Unchanged Predictions White Noise¶
Data |
Percentage Unchanged Predictions White Noise |
---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.91 |
emovo-1.2.1-emotion.test |
0.79 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.86 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.82 |
msppodcast-2.6.0-emotion.categories.test-1.gold_standard |
0.79 |
mean |
0.83 |
Visualization Babble Noise¶
Confusion Matrix showing the shift from the predictions of the clean audio to the predictions of the audio with added babble noise.
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Visualization Coughing¶
Confusion Matrix showing the shift from the predictions of the clean audio to the predictions of the audio with added coughing.
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Visualization Environmental Noise¶
Confusion Matrix showing the shift from the predictions of the clean audio to the predictions of the audio with added environmental noise.
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Visualization Music¶
Confusion Matrix showing the shift from the predictions of the clean audio to the predictions of the audio with added music.
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Visualization Sneezing¶
Confusion Matrix showing the shift from the predictions of the clean audio to the predictions of the audio with added sneezing.
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Visualization White Noise¶
Confusion Matrix showing the shift from the predictions of the clean audio to the predictions of the audio with added white noise.
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