Robustness background noise¶

33.3% passed tests (8 passed / 16 failed).

Change Ccc Babble Noise¶

Threshold: -0.05¶
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	0.01
mean	-0.01

Change Ccc Coughing¶

Threshold: -0.05¶
Data	Change CCC Coughing
iemocap-2.3.0-emotion.dimensions.test.gold_standard	-0.08
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	-0.12
mean	-0.10

Change Ccc Environmental Noise¶

Threshold: -0.05¶
Data	Change CCC Environmental Noise
iemocap-2.3.0-emotion.dimensions.test.gold_standard	-0.02
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.01
mean	-0.01

Change Ccc Music¶

Threshold: -0.05¶
Data	Change CCC Music
iemocap-2.3.0-emotion.dimensions.test.gold_standard	-0.03
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	-0.05
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	-0.10
mean	-0.08

Change Ccc White Noise¶

Threshold: -0.05¶
Data	Change CCC White Noise
iemocap-2.3.0-emotion.dimensions.test.gold_standard	-0.04
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.02
mean	-0.01

Percentage Unchanged Predictions Babble Noise¶

Threshold: 0.9¶
Data	Percentage Unchanged Predictions Babble Noise
iemocap-2.3.0-emotion.dimensions.test.gold_standard	0.81
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.71
mean	0.76

Percentage Unchanged Predictions Coughing¶

Threshold: 0.9¶
Data	Percentage Unchanged Predictions Coughing
iemocap-2.3.0-emotion.dimensions.test.gold_standard	0.55
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.37
mean	0.46

Percentage Unchanged Predictions Environmental Noise¶

Threshold: 0.9¶
Data	Percentage Unchanged Predictions Environmental Noise
iemocap-2.3.0-emotion.dimensions.test.gold_standard	0.79
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.80
mean	0.80

Percentage Unchanged Predictions Music¶

Threshold: 0.9¶
Data	Percentage Unchanged Predictions Music
iemocap-2.3.0-emotion.dimensions.test.gold_standard	0.80
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.77
mean	0.79

Percentage Unchanged Predictions Sneezing¶

Threshold: 0.9¶
Data	Percentage Unchanged Predictions Sneezing
iemocap-2.3.0-emotion.dimensions.test.gold_standard	0.58
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.32
mean	0.45

Percentage Unchanged Predictions White Noise¶

Threshold: 0.9¶
Data	Percentage Unchanged Predictions White Noise
iemocap-2.3.0-emotion.dimensions.test.gold_standard	0.48
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.73
mean	0.60

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_standard31.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_standard31.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_standard31.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_standard31.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_standard31.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_standard31.png