Fairness accent

Overall scores

w2v2-b-cat

w2v2-L-cat

w2v2-L-robust-cat

w2v2-L-vox-cat

w2v2-L-xls-r-cat

Overall Score

100.0% passed tests (124 passed / 0 failed).

100.0% passed tests (124 passed / 0 failed).

100.0% passed tests (124 passed / 0 failed).

95.2% passed tests (118 passed / 6 failed).

99.2% passed tests (123 passed / 1 failed).

Relative Difference Per Class

Threshold: 0.225

Data

anger

happiness

neutral

sadness

w2v2-b-cat

w2v2-L-cat

w2v2-L-robust-cat

w2v2-L-vox-cat

w2v2-L-xls-r-cat

w2v2-b-cat

w2v2-L-cat

w2v2-L-robust-cat

w2v2-L-vox-cat

w2v2-L-xls-r-cat

w2v2-b-cat

w2v2-L-cat

w2v2-L-robust-cat

w2v2-L-vox-cat

w2v2-L-xls-r-cat

w2v2-b-cat

w2v2-L-cat

w2v2-L-robust-cat

w2v2-L-vox-cat

w2v2-L-xls-r-cat

speech-accent-archive-2.2.0-amharic

-0.01

-0.01

-0.00

-0.01

-0.02

-0.09

-0.10

-0.04

-0.01

-0.03

0.00

-0.02

-0.02

-0.17

-0.05

0.10

0.12

0.06

0.19

0.10

speech-accent-archive-2.2.0-arabic

-0.00

0.01

-0.00

0.00

0.01

-0.00

0.04

0.02

0.04

0.05

-0.02

-0.06

-0.00

-0.10

-0.15

0.03

0.01

-0.02

0.06

0.09

speech-accent-archive-2.2.0-bengali

0.02

-0.00

-0.00

0.02

0.03

-0.02

-0.08

-0.05

-0.01

-0.03

-0.08

0.03

0.06

-0.09

0.00

0.08

0.06

-0.01

0.08

0.00

speech-accent-archive-2.2.0-bulgarian

0.00

-0.01

-0.00

-0.01

-0.02

-0.08

-0.09

-0.03

-0.01

-0.03

0.06

0.03

0.04

-0.05

-0.00

0.02

0.07

0.00

0.07

0.05

speech-accent-archive-2.2.0-cantonese

0.01

-0.00

-0.00

0.00

-0.02

0.02

-0.04

-0.02

-0.01

-0.03

-0.00

0.02

0.03

-0.07

-0.05

-0.03

0.02

-0.01

0.08

0.10

speech-accent-archive-2.2.0-dutch

-0.01

-0.01

-0.00

0.01

-0.02

-0.02

-0.02

0.04

0.00

-0.03

0.06

0.10

0.01

0.12

0.17

-0.02

-0.07

-0.04

-0.13

-0.12

speech-accent-archive-2.2.0-english

0.02

-0.01

-0.00

-0.01

-0.02

-0.03

0.02

0.04

-0.01

-0.02

0.08

0.09

-0.04

0.15

0.07

-0.06

-0.10

0.00

-0.13

-0.03

speech-accent-archive-2.2.0-farsi

0.00

-0.00

-0.00

-0.01

-0.02

-0.02

-0.00

-0.02

-0.01

-0.02

0.02

0.04

0.05

0.06

0.05

-0.00

-0.04

-0.03

-0.04

-0.01

speech-accent-archive-2.2.0-french

-0.01

-0.00

-0.00

0.00

-0.02

-0.00

-0.11

-0.03

-0.01

-0.03

-0.11

-0.01

-0.00

-0.10

-0.11

0.13

0.13

0.03

0.11

0.16

speech-accent-archive-2.2.0-german

-0.01

-0.01

-0.00

-0.01

-0.02

0.05

0.09

0.04

0.00

0.13

0.03

0.03

0.02

0.25

0.11

-0.07

-0.11

-0.06

-0.25

-0.22

speech-accent-archive-2.2.0-greek

0.01

0.04

-0.00

0.03

0.01

-0.00

-0.02

0.00

-0.01

-0.00

0.08

0.10

0.06

0.09

0.12

-0.09

-0.11

-0.06

-0.11

-0.13

speech-accent-archive-2.2.0-hindi

-0.01

-0.00

0.01

0.02

0.02

0.07

-0.00

-0.00

0.01

-0.02

-0.22

-0.00

0.03

-0.06

-0.04

0.17

0.01

-0.03

0.03

0.04

speech-accent-archive-2.2.0-italian

-0.01

-0.00

-0.00

-0.01

0.01

0.04

-0.01

-0.01

0.02

-0.02

-0.00

0.03

0.03

0.16

0.17

-0.03

-0.02

-0.02

-0.17

-0.17

speech-accent-archive-2.2.0-japanese

-0.00

0.01

-0.00

0.01

-0.00

0.01

-0.03

0.03

-0.01

-0.02

0.11

0.09

0.00

0.07

0.17

-0.12

-0.07

-0.03

-0.06

-0.15

speech-accent-archive-2.2.0-korean

-0.00

-0.01

-0.00

-0.01

0.00

0.08

0.10

-0.01

-0.00

0.00

0.08

-0.03

-0.00

0.02

0.12

-0.16

-0.05

0.01

-0.02

-0.12

speech-accent-archive-2.2.0-macedonian

-0.00

-0.00

-0.00

-0.01

0.04

0.06

0.22

0.02

0.00

0.05

0.04

-0.11

0.01

0.21

0.14

-0.10

-0.11

-0.03

-0.20

-0.23

speech-accent-archive-2.2.0-mandarin

0.03

0.04

-0.00

-0.01

0.03

0.13

-0.03

0.07

0.04

0.09

-0.17

0.02

-0.09

0.14

-0.11

0.00

-0.03

0.02

-0.18

-0.00

speech-accent-archive-2.2.0-nepali

-0.01

-0.01

-0.00

-0.01

0.03

-0.02

0.00

-0.02

-0.01

-0.01

0.01

-0.02

-0.03

-0.18

-0.06

0.02

0.03

0.05

0.20

0.04

speech-accent-archive-2.2.0-polish

0.04

0.02

0.01

0.01

0.01

-0.01

-0.04

-0.02

-0.01

-0.00

0.03

0.09

0.02

0.06

0.02

-0.05

-0.07

-0.01

-0.05

-0.02

speech-accent-archive-2.2.0-portuguese

-0.01

0.01

-0.00

-0.01

-0.02

-0.05

-0.00

-0.00

-0.01

-0.02

-0.01

-0.09

-0.02

0.07

0.09

0.07

0.08

0.02

-0.05

-0.05

speech-accent-archive-2.2.0-romanian

-0.01

-0.01

-0.00

-0.01

-0.02

-0.07

-0.05

-0.05

-0.01

-0.02

0.17

0.06

0.08

-0.02

-0.10

-0.09

0.00

-0.03

0.04

0.14

speech-accent-archive-2.2.0-russian

-0.01

-0.01

-0.00

0.01

-0.02

0.06

0.18

0.05

-0.01

0.00

-0.03

-0.06

-0.00

0.24

0.00

-0.02

-0.10

-0.04

-0.23

0.01

speech-accent-archive-2.2.0-serbian

-0.01

-0.01

-0.00

-0.01

-0.02

-0.07

-0.03

0.00

-0.01

-0.02

-0.01

-0.02

-0.02

-0.13

-0.03

0.09

0.06

0.02

0.15

0.06

speech-accent-archive-2.2.0-spanish

-0.01

-0.01

0.01

-0.01

-0.02

-0.05

-0.06

-0.03

-0.01

-0.02

-0.07

0.00

-0.04

-0.07

-0.13

0.13

0.07

0.06

0.09

0.16

speech-accent-archive-2.2.0-swedish

-0.01

-0.01

-0.00

-0.01

-0.02

0.08

0.05

0.09

0.02

0.10

-0.02

-0.02

-0.07

0.06

0.03

-0.04

-0.02

-0.03

-0.07

-0.11

speech-accent-archive-2.2.0-tagalog

0.01

0.01

-0.00

-0.01

0.03

-0.01

0.04

-0.02

-0.01

-0.02

-0.05

-0.08

-0.06

-0.14

-0.10

0.05

0.03

0.08

0.15

0.09

speech-accent-archive-2.2.0-thai

-0.00

0.01

-0.00

-0.01

0.01

-0.02

0.08

0.00

0.03

0.01

0.02

-0.09

-0.01

-0.04

0.00

0.00

0.01

0.01

0.02

-0.03

speech-accent-archive-2.2.0-turkish

0.03

0.01

0.02

0.03

0.03

0.02

0.09

0.01

0.00

0.02

0.10

-0.04

0.00

0.09

0.02

-0.16

-0.06

-0.03

-0.12

-0.07

speech-accent-archive-2.2.0-ukrainian

-0.00

0.01

-0.00

0.00

-0.02

0.03

-0.12

0.01

0.01

0.02

0.02

0.07

0.02

-0.03

-0.12

-0.05

0.03

-0.03

0.02

0.12

speech-accent-archive-2.2.0-urdu

-0.00

0.01

-0.00

-0.01

0.01

0.02

0.07

-0.02

0.01

-0.02

0.03

0.02

0.06

0.15

0.08

-0.04

-0.09

-0.03

-0.15

-0.07

speech-accent-archive-2.2.0-vietnamese

0.01

-0.00

-0.00

-0.01

-0.02

-0.06

-0.07

-0.01

-0.01

-0.03

-0.06

-0.06

-0.07

-0.29

-0.10

0.11

0.14

0.08

0.31

0.15

mean

0.00

0.00

0.00

-0.00

-0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.01

0.01

-0.00

-0.01

-0.00

-0.01

-0.01

Visualization

w2v2-b-cat

w2v2-L-cat

w2v2-L-robust-cat

w2v2-L-vox-cat

w2v2-L-xls-r-cat

../../../_images/visualization_speech-accent-archive-2.2.0-amharic22.png
../../../_images/visualization_speech-accent-archive-2.2.0-amharic23.png
../../../_images/visualization_speech-accent-archive-2.2.0-amharic24.png
../../../_images/visualization_speech-accent-archive-2.2.0-amharic25.png
../../../_images/visualization_speech-accent-archive-2.2.0-amharic26.png
../../../_images/visualization_speech-accent-archive-2.2.0-arabic22.png
../../../_images/visualization_speech-accent-archive-2.2.0-arabic23.png
../../../_images/visualization_speech-accent-archive-2.2.0-arabic24.png
../../../_images/visualization_speech-accent-archive-2.2.0-arabic25.png
../../../_images/visualization_speech-accent-archive-2.2.0-arabic26.png
../../../_images/visualization_speech-accent-archive-2.2.0-bengali22.png
../../../_images/visualization_speech-accent-archive-2.2.0-bengali23.png
../../../_images/visualization_speech-accent-archive-2.2.0-bengali24.png
../../../_images/visualization_speech-accent-archive-2.2.0-bengali25.png
../../../_images/visualization_speech-accent-archive-2.2.0-bengali26.png
../../../_images/visualization_speech-accent-archive-2.2.0-bulgarian22.png
../../../_images/visualization_speech-accent-archive-2.2.0-bulgarian23.png
../../../_images/visualization_speech-accent-archive-2.2.0-bulgarian24.png
../../../_images/visualization_speech-accent-archive-2.2.0-bulgarian25.png
../../../_images/visualization_speech-accent-archive-2.2.0-bulgarian26.png
../../../_images/visualization_speech-accent-archive-2.2.0-cantonese22.png
../../../_images/visualization_speech-accent-archive-2.2.0-cantonese23.png
../../../_images/visualization_speech-accent-archive-2.2.0-cantonese24.png
../../../_images/visualization_speech-accent-archive-2.2.0-cantonese25.png
../../../_images/visualization_speech-accent-archive-2.2.0-cantonese26.png
../../../_images/visualization_speech-accent-archive-2.2.0-dutch22.png
../../../_images/visualization_speech-accent-archive-2.2.0-dutch23.png
../../../_images/visualization_speech-accent-archive-2.2.0-dutch24.png
../../../_images/visualization_speech-accent-archive-2.2.0-dutch25.png
../../../_images/visualization_speech-accent-archive-2.2.0-dutch26.png
../../../_images/visualization_speech-accent-archive-2.2.0-english22.png
../../../_images/visualization_speech-accent-archive-2.2.0-english23.png
../../../_images/visualization_speech-accent-archive-2.2.0-english24.png
../../../_images/visualization_speech-accent-archive-2.2.0-english25.png
../../../_images/visualization_speech-accent-archive-2.2.0-english26.png
../../../_images/visualization_speech-accent-archive-2.2.0-farsi22.png
../../../_images/visualization_speech-accent-archive-2.2.0-farsi23.png
../../../_images/visualization_speech-accent-archive-2.2.0-farsi24.png
../../../_images/visualization_speech-accent-archive-2.2.0-farsi25.png
../../../_images/visualization_speech-accent-archive-2.2.0-farsi26.png
../../../_images/visualization_speech-accent-archive-2.2.0-french22.png
../../../_images/visualization_speech-accent-archive-2.2.0-french23.png
../../../_images/visualization_speech-accent-archive-2.2.0-french24.png
../../../_images/visualization_speech-accent-archive-2.2.0-french25.png
../../../_images/visualization_speech-accent-archive-2.2.0-french26.png
../../../_images/visualization_speech-accent-archive-2.2.0-german22.png
../../../_images/visualization_speech-accent-archive-2.2.0-german23.png
../../../_images/visualization_speech-accent-archive-2.2.0-german24.png
../../../_images/visualization_speech-accent-archive-2.2.0-german25.png
../../../_images/visualization_speech-accent-archive-2.2.0-german26.png
../../../_images/visualization_speech-accent-archive-2.2.0-greek22.png
../../../_images/visualization_speech-accent-archive-2.2.0-greek23.png
../../../_images/visualization_speech-accent-archive-2.2.0-greek24.png
../../../_images/visualization_speech-accent-archive-2.2.0-greek25.png
../../../_images/visualization_speech-accent-archive-2.2.0-greek26.png
../../../_images/visualization_speech-accent-archive-2.2.0-hindi22.png
../../../_images/visualization_speech-accent-archive-2.2.0-hindi23.png
../../../_images/visualization_speech-accent-archive-2.2.0-hindi24.png
../../../_images/visualization_speech-accent-archive-2.2.0-hindi25.png
../../../_images/visualization_speech-accent-archive-2.2.0-hindi26.png
../../../_images/visualization_speech-accent-archive-2.2.0-italian22.png
../../../_images/visualization_speech-accent-archive-2.2.0-italian23.png
../../../_images/visualization_speech-accent-archive-2.2.0-italian24.png
../../../_images/visualization_speech-accent-archive-2.2.0-italian25.png
../../../_images/visualization_speech-accent-archive-2.2.0-italian26.png
../../../_images/visualization_speech-accent-archive-2.2.0-japanese22.png
../../../_images/visualization_speech-accent-archive-2.2.0-japanese23.png
../../../_images/visualization_speech-accent-archive-2.2.0-japanese24.png
../../../_images/visualization_speech-accent-archive-2.2.0-japanese25.png
../../../_images/visualization_speech-accent-archive-2.2.0-japanese26.png
../../../_images/visualization_speech-accent-archive-2.2.0-korean22.png
../../../_images/visualization_speech-accent-archive-2.2.0-korean23.png
../../../_images/visualization_speech-accent-archive-2.2.0-korean24.png
../../../_images/visualization_speech-accent-archive-2.2.0-korean25.png
../../../_images/visualization_speech-accent-archive-2.2.0-korean26.png
../../../_images/visualization_speech-accent-archive-2.2.0-macedonian22.png
../../../_images/visualization_speech-accent-archive-2.2.0-macedonian23.png
../../../_images/visualization_speech-accent-archive-2.2.0-macedonian24.png
../../../_images/visualization_speech-accent-archive-2.2.0-macedonian25.png
../../../_images/visualization_speech-accent-archive-2.2.0-macedonian26.png
../../../_images/visualization_speech-accent-archive-2.2.0-mandarin22.png
../../../_images/visualization_speech-accent-archive-2.2.0-mandarin23.png
../../../_images/visualization_speech-accent-archive-2.2.0-mandarin24.png
../../../_images/visualization_speech-accent-archive-2.2.0-mandarin25.png
../../../_images/visualization_speech-accent-archive-2.2.0-mandarin26.png
../../../_images/visualization_speech-accent-archive-2.2.0-nepali22.png
../../../_images/visualization_speech-accent-archive-2.2.0-nepali23.png
../../../_images/visualization_speech-accent-archive-2.2.0-nepali24.png
../../../_images/visualization_speech-accent-archive-2.2.0-nepali25.png
../../../_images/visualization_speech-accent-archive-2.2.0-nepali26.png
../../../_images/visualization_speech-accent-archive-2.2.0-polish22.png
../../../_images/visualization_speech-accent-archive-2.2.0-polish23.png
../../../_images/visualization_speech-accent-archive-2.2.0-polish24.png
../../../_images/visualization_speech-accent-archive-2.2.0-polish25.png
../../../_images/visualization_speech-accent-archive-2.2.0-polish26.png
../../../_images/visualization_speech-accent-archive-2.2.0-portuguese22.png
../../../_images/visualization_speech-accent-archive-2.2.0-portuguese23.png
../../../_images/visualization_speech-accent-archive-2.2.0-portuguese24.png
../../../_images/visualization_speech-accent-archive-2.2.0-portuguese25.png
../../../_images/visualization_speech-accent-archive-2.2.0-portuguese26.png
../../../_images/visualization_speech-accent-archive-2.2.0-romanian22.png
../../../_images/visualization_speech-accent-archive-2.2.0-romanian23.png
../../../_images/visualization_speech-accent-archive-2.2.0-romanian24.png
../../../_images/visualization_speech-accent-archive-2.2.0-romanian25.png
../../../_images/visualization_speech-accent-archive-2.2.0-romanian26.png
../../../_images/visualization_speech-accent-archive-2.2.0-russian22.png
../../../_images/visualization_speech-accent-archive-2.2.0-russian23.png
../../../_images/visualization_speech-accent-archive-2.2.0-russian24.png
../../../_images/visualization_speech-accent-archive-2.2.0-russian25.png
../../../_images/visualization_speech-accent-archive-2.2.0-russian26.png
../../../_images/visualization_speech-accent-archive-2.2.0-serbian22.png
../../../_images/visualization_speech-accent-archive-2.2.0-serbian23.png
../../../_images/visualization_speech-accent-archive-2.2.0-serbian24.png
../../../_images/visualization_speech-accent-archive-2.2.0-serbian25.png
../../../_images/visualization_speech-accent-archive-2.2.0-serbian26.png
../../../_images/visualization_speech-accent-archive-2.2.0-spanish22.png
../../../_images/visualization_speech-accent-archive-2.2.0-spanish23.png
../../../_images/visualization_speech-accent-archive-2.2.0-spanish24.png
../../../_images/visualization_speech-accent-archive-2.2.0-spanish25.png
../../../_images/visualization_speech-accent-archive-2.2.0-spanish26.png
../../../_images/visualization_speech-accent-archive-2.2.0-swedish22.png
../../../_images/visualization_speech-accent-archive-2.2.0-swedish23.png
../../../_images/visualization_speech-accent-archive-2.2.0-swedish24.png
../../../_images/visualization_speech-accent-archive-2.2.0-swedish25.png
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