Robustness spectral tilt

62.5% passed tests (5 passed / 3 failed).

Change Ccc Downward Tilt

Threshold: -0.05

Data

Change CCC Downward Tilt

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 Upward Tilt

Threshold: -0.05

Data

Change CCC Upward Tilt

iemocap-2.3.0-emotion.dimensions.test.gold_standard

0.03

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

0.01

mean

0.02

Percentage Unchanged Predictions Downward Tilt

Threshold: 0.8

Data

Percentage Unchanged Predictions Downward Tilt

iemocap-2.3.0-emotion.dimensions.test.gold_standard

0.83

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

0.68

mean

0.76

Percentage Unchanged Predictions Upward Tilt

Threshold: 0.8

Data

Percentage Unchanged Predictions Upward Tilt

iemocap-2.3.0-emotion.dimensions.test.gold_standard

0.44

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

0.46

mean

0.45

Visualization Downward Tilt

Difference of predictions for original audio and audio with a downward spectral tilt. 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-downward-tilt_iemocap-2.3.0-emotion.dimensions.test.gold_standard25.png
../../../_images/visualization-downward-tilt_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard25.png

Visualization Upward Tilt

Difference of predictions for original audio and audio with an upward spectral tilt. 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-upward-tilt_iemocap-2.3.0-emotion.dimensions.test.gold_standard25.png
../../../_images/visualization-upward-tilt_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard25.png