Robustness background noise¶

70.8% passed tests (17 passed / 7 failed).

Change Ccc Babble Noise¶

Threshold: -0.05¶
Data	Change CCC Babble Noise
iemocap-2.3.0-emotion.dimensions.test.gold_standard	-0.00
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	-0.01
mean	-0.01

Change Ccc Coughing¶

Threshold: -0.05¶
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	-0.02
mean	-0.02

Change Ccc Environmental Noise¶

Threshold: -0.05¶
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	-0.02
mean	-0.01

Change Ccc Music¶

Threshold: -0.05¶
Data	Change CCC Music
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

Change Ccc Sneezing¶

Threshold: -0.05¶
Data	Change CCC Sneezing
iemocap-2.3.0-emotion.dimensions.test.gold_standard	-0.03
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	-0.03
mean	-0.03

Change Ccc White Noise¶

Threshold: -0.05¶
Data	Change CCC White Noise
iemocap-2.3.0-emotion.dimensions.test.gold_standard	-0.02
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	-0.06
mean	-0.04

Percentage Unchanged Predictions Babble Noise¶

Threshold: 0.9¶
Data	Percentage Unchanged Predictions Babble Noise
iemocap-2.3.0-emotion.dimensions.test.gold_standard	0.94
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.94
mean	0.94

Percentage Unchanged Predictions Coughing¶

Threshold: 0.9¶
Data	Percentage Unchanged Predictions Coughing
iemocap-2.3.0-emotion.dimensions.test.gold_standard	0.66
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.74
mean	0.70

Percentage Unchanged Predictions Environmental Noise¶

Threshold: 0.9¶
Data	Percentage Unchanged Predictions Environmental Noise
iemocap-2.3.0-emotion.dimensions.test.gold_standard	0.91
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.91
mean	0.91

Percentage Unchanged Predictions Music¶

Threshold: 0.9¶
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	0.94
mean	0.94

Percentage Unchanged Predictions Sneezing¶

Threshold: 0.9¶
Data	Percentage Unchanged Predictions Sneezing
iemocap-2.3.0-emotion.dimensions.test.gold_standard	0.52
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.68
mean	0.60

Percentage Unchanged Predictions White Noise¶

Threshold: 0.9¶
Data	Percentage Unchanged Predictions White Noise
iemocap-2.3.0-emotion.dimensions.test.gold_standard	0.73
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.60
mean	0.67

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.

../../../_images/visualization-babble-noise_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard5.png

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.

../../../_images/visualization-coughing_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard5.png

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.

../../../_images/visualization-environmental-noise_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard5.png

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.

../../../_images/visualization-music_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard5.png

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.

../../../_images/visualization-sneezing_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard5.png

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.

../../../_images/visualization-white-noise_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard5.png