Fairness sex

Overall scores

CNN14

w2v2-b

hubert-b

axlstm

Overall Score

100.0% passed tests (28 passed / 0 failed).

100.0% passed tests (28 passed / 0 failed).

100.0% passed tests (28 passed / 0 failed).

100.0% passed tests (28 passed / 0 failed).

Concordance Correlation Coeff Female

CCC female - CCC combined.

Threshold: 0.075

Data

Concordance Correlation Coeff Female

CNN14

w2v2-b

hubert-b

axlstm

iemocap-2.3.0-full

-0.03

0.02

0.02

-0.01

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

-0.03

0.01

-0.01

-0.04

mean

-0.03

0.01

0.01

-0.03

Concordance Correlation Coeff Male

CCC male - CCC combined.

Threshold: 0.075

Data

Concordance Correlation Coeff Male

CNN14

w2v2-b

hubert-b

axlstm

iemocap-2.3.0-full

0.03

-0.02

-0.02

0.01

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

0.02

-0.01

0.01

0.03

mean

0.03

-0.01

-0.01

0.02

Precision Per Bin Female

Precision per bin female - precision per bin combined. Bins with too few samples are skipped.

Threshold: 0.1

Data

(-inf, 0.25]

(0.25, 0.5]

(0.5, 0.75]

(0.75, inf]

CNN14

w2v2-b

hubert-b

axlstm

CNN14

w2v2-b

hubert-b

axlstm

CNN14

w2v2-b

hubert-b

axlstm

CNN14

w2v2-b

hubert-b

axlstm

iemocap-2.3.0-full

0.05

-0.01

0.01

-0.09

0.01

0.01

0.02

0.00

-0.04

0.01

-0.00

-0.00

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

0.04

0.03

-0.01

-0.01

-0.01

-0.02

-0.01

-0.02

0.01

0.04

0.01

-0.01

mean

0.05

-0.01

0.01

-0.09

0.03

0.02

0.01

-0.01

-0.03

-0.01

-0.01

-0.01

0.01

0.04

0.01

-0.01

Precision Per Bin Male

Precision per bin male - precision per bin combined. Bins with too few samples are skipped.

Threshold: 0.1

Data

(-inf, 0.25]

(0.25, 0.5]

(0.5, 0.75]

(0.75, inf]

CNN14

w2v2-b

hubert-b

axlstm

CNN14

w2v2-b

hubert-b

axlstm

CNN14

w2v2-b

hubert-b

axlstm

CNN14

w2v2-b

hubert-b

axlstm

iemocap-2.3.0-full

-0.02

0.01

-0.00

0.05

-0.01

-0.01

-0.02

-0.00

0.04

-0.02

0.00

0.00

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

-0.04

-0.03

0.01

0.01

0.01

0.02

0.01

0.03

-0.01

-0.03

-0.01

0.01

mean

-0.02

0.01

0.00

0.05

-0.03

-0.02

-0.01

0.01

0.03

0.00

0.01

0.01

-0.01

-0.03

-0.01

0.01

Recall Per Bin Female

Recall per bin female - recall per bin combined. Bins with too few samples are skipped.

Threshold: 0.1

Data

(-inf, 0.25]

(0.25, 0.5]

(0.5, 0.75]

(0.75, inf]

CNN14

w2v2-b

hubert-b

axlstm

CNN14

w2v2-b

hubert-b

axlstm

CNN14

w2v2-b

hubert-b

axlstm

CNN14

w2v2-b

hubert-b

axlstm

iemocap-2.3.0-full

-0.07

-0.05

-0.08

-0.04

0.07

0.02

0.03

0.01

0.01

0.03

0.04

0.01

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

-0.02

-0.01

0.00

-0.08

0.07

0.09

0.02

0.03

-0.02

-0.03

-0.04

-0.02

mean

-0.07

-0.05

-0.08

-0.04

0.03

0.01

0.01

-0.04

0.04

0.06

0.03

0.02

-0.02

-0.03

-0.04

-0.02

Recall Per Bin Male

Recall per bin male - recall per bin combined. Bins with too few samples are skipped.

Threshold: 0.1

Data

(-inf, 0.25]

(0.25, 0.5]

(0.5, 0.75]

(0.75, inf]

CNN14

w2v2-b

hubert-b

axlstm

CNN14

w2v2-b

hubert-b

axlstm

CNN14

w2v2-b

hubert-b

axlstm

CNN14

w2v2-b

hubert-b

axlstm

iemocap-2.3.0-full

0.07

0.05

0.08

0.04

-0.07

-0.02

-0.03

-0.01

-0.01

-0.03

-0.04

-0.01

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

0.02

0.01

-0.00

0.08

-0.07

-0.09

-0.02

-0.03

0.02

0.03

0.04

0.02

mean

0.07

0.05

0.08

0.04

-0.03

-0.01

-0.01

0.04

-0.04

-0.06

-0.03

-0.02

0.02

0.03

0.04

0.02

Visualization

CNN14

w2v2-b

hubert-b

axlstm

../../../_images/visualization_iemocap-2.3.0-full_female.png
../../../_images/visualization_iemocap-2.3.0-full_female1.png
../../../_images/visualization_iemocap-2.3.0-full_female2.png
../../../_images/visualization_iemocap-2.3.0-full_female3.png
../../../_images/visualization_iemocap-2.3.0-full_male.png
../../../_images/visualization_iemocap-2.3.0-full_male1.png
../../../_images/visualization_iemocap-2.3.0-full_male2.png
../../../_images/visualization_iemocap-2.3.0-full_male3.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard_female.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard_female1.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard_female2.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard_female3.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard_male.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard_male1.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard_male2.png
../../../_images/visualization_msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard_male3.png