Robustness background noise

54.2% passed tests (13 passed / 11 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

-0.00

mean

-0.01

Change Ccc Coughing

Threshold: -0.05

Data

Change CCC Coughing

iemocap-2.3.0-emotion.dimensions.test.gold_standard

-0.01

msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard

-0.05

mean

-0.03

Change Ccc Environmental Noise

Threshold: -0.05

Data

Change CCC Environmental Noise

iemocap-2.3.0-emotion.dimensions.test.gold_standard

-0.03

msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard

-0.00

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

0.00

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

-0.05

mean

-0.04

Change Ccc White Noise

Threshold: -0.05

Data

Change CCC White Noise

iemocap-2.3.0-emotion.dimensions.test.gold_standard

-0.06

msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard

-0.03

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

0.77

msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard

0.79

mean

0.78

Percentage Unchanged Predictions Environmental Noise

Threshold: 0.9

Data

Percentage Unchanged Predictions Environmental Noise

iemocap-2.3.0-emotion.dimensions.test.gold_standard

0.87

msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard

0.89

mean

0.88

Percentage Unchanged Predictions Music

Threshold: 0.9

Data

Percentage Unchanged Predictions Music

iemocap-2.3.0-emotion.dimensions.test.gold_standard

0.91

msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard

0.92

mean

0.92

Percentage Unchanged Predictions Sneezing

Threshold: 0.9

Data

Percentage Unchanged Predictions Sneezing

iemocap-2.3.0-emotion.dimensions.test.gold_standard

0.73

msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard

0.80

mean

0.77

Percentage Unchanged Predictions White Noise

Threshold: 0.9

Data

Percentage Unchanged Predictions White Noise

iemocap-2.3.0-emotion.dimensions.test.gold_standard

0.58

msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard

0.50

mean

0.54

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_iemocap-2.3.0-emotion.dimensions.test.gold_standard19.png
../../../_images/visualization-babble-noise_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard19.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_iemocap-2.3.0-emotion.dimensions.test.gold_standard19.png
../../../_images/visualization-coughing_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard19.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_iemocap-2.3.0-emotion.dimensions.test.gold_standard19.png
../../../_images/visualization-environmental-noise_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard19.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_iemocap-2.3.0-emotion.dimensions.test.gold_standard19.png
../../../_images/visualization-music_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard19.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_iemocap-2.3.0-emotion.dimensions.test.gold_standard19.png
../../../_images/visualization-sneezing_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard19.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_iemocap-2.3.0-emotion.dimensions.test.gold_standard19.png
../../../_images/visualization-white-noise_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard19.png