Fairness pitch

Overall scores

	CNN14	w2v2-b	hubert-b	axlstm
Overall Score	86.7% passed tests (13 passed / 2 failed).	100.0% passed tests (15 passed / 0 failed).	100.0% passed tests (15 passed / 0 failed).	100.0% passed tests (15 passed / 0 failed).

Concordance Correlation Coeff High Pitch

CCC high pitch - CCC combined.

Threshold: 0.1

Data	Concordance Correlation Coeff High Pitch
	CNN14	w2v2-b	hubert-b	axlstm
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	-0.00	-0.01	0.00	-0.03
mean	0.00	-0.01	0.00	-0.03

Concordance Correlation Coeff Low Pitch

CCC low pitch - CCC combined.

Threshold: 0.1

Data	Concordance Correlation Coeff Low Pitch
	CNN14	w2v2-b	hubert-b	axlstm
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	0.02	-0.01	-0.00	0.02
mean	0.02	-0.01	0.00	0.02

Concordance Correlation Coeff Medium Pitch

CCC medium pitch - CCC combined.

Threshold: 0.1

Data	Concordance Correlation Coeff Medium Pitch
	CNN14	w2v2-b	hubert-b	axlstm
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard	-0.02	0.02	0.00	0.01
mean	-0.02	0.02	0.00	0.01

Precision Per Bin High Pitch

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

Threshold: 0.125

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
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard					0.09	0.08	0.05	0.06	0.00	-0.02	-0.02	-0.01
mean					0.09	0.08	0.05	0.06	0.00	-0.02	-0.02	-0.01

Precision Per Bin Low Pitch

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

Threshold: 0.125

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
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard					-0.04	-0.08	-0.03	-0.02	0.05	0.04	0.03	0.00
mean					-0.04	-0.08	-0.03	-0.02	0.05	0.04	0.03	0.00

Precision Per Bin Medium Pitch

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

Threshold: 0.125

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
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard					-0.03	0.05	-0.00	-0.02	-0.04	-0.01	-0.01	0.00
mean					-0.03	0.05	0.00	-0.02	-0.04	-0.01	-0.01	0.00

Recall Per Bin High Pitch

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

Threshold: 0.125

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
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard					-0.02	-0.07	-0.05	-0.06	0.04	0.05	0.04	0.05
mean					-0.02	-0.07	-0.05	-0.06	0.04	0.05	0.04	0.05

Recall Per Bin Low Pitch

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

Threshold: 0.125

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
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard					0.15	0.10	0.07	0.04	-0.07	-0.07	-0.03	-0.03
mean					0.15	0.10	0.07	0.04	-0.07	-0.07	-0.03	-0.03

Recall Per Bin Medium Pitch

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

Threshold: 0.125

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
msppodcast-2.6.1-emotion.dimensions.test-1.gold_standard					-0.14	-0.03	-0.02	0.02	0.03	0.03	-0.01	-0.02
mean					-0.14	-0.03	-0.02	0.02	0.03	0.03	-0.01	-0.02

Visualization

CNN14	w2v2-b	hubert-b	axlstm