Correctness consistency¶
46.5% passed tests (20 passed / 23 failed).
Samples In Expected High Range¶
Proportion of samples whose predictions fall into the expected value range of >= 0.55
Data |
anger |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.85 |
danish-emotional-speech-1.1.1-emotion.test |
0.29 |
emodb-1.2.0-emotion.categories.test.gold_standard |
1.00 |
emovo-1.2.1-emotion.test |
0.89 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.83 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.98 |
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
0.95 |
ravdess-1.1.2-emotion.speech.test |
1.00 |
mean |
0.85 |
Samples In Expected Low Range¶
Proportion of samples whose predictions fall into the expected value range of <= 0.45
Data |
fear |
sadness |
|---|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.54 |
0.82 |
danish-emotional-speech-1.1.1-emotion.test |
1.00 |
|
emodb-1.2.0-emotion.categories.test.gold_standard |
0.03 |
1.00 |
emovo-1.2.1-emotion.test |
0.38 |
0.94 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.24 |
0.86 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.06 |
0.21 |
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
0.38 |
0.98 |
ravdess-1.1.2-emotion.speech.test |
0.25 |
0.81 |
mean |
0.27 |
0.83 |
Samples In Expected Neutral Range¶
Proportion of samples whose predictions fall into the expected value range of [0.3, 0.6]
Data |
happiness |
neutral |
surprise |
|---|---|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.75 |
0.65 |
|
danish-emotional-speech-1.1.1-emotion.test |
0.81 |
0.44 |
0.85 |
emodb-1.2.0-emotion.categories.test.gold_standard |
0.19 |
0.96 |
|
emovo-1.2.1-emotion.test |
0.63 |
0.89 |
0.71 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.75 |
0.81 |
|
meld-1.3.1-emotion.categories.test.gold_standard |
0.38 |
0.54 |
0.39 |
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
0.35 |
1.00 |
|
ravdess-1.1.2-emotion.speech.test |
0.56 |
0.50 |
0.03 |
mean |
0.55 |
0.72 |
0.49 |
Visualization¶
Distribution of dimensional model predictions for samples with different categorical emotions. The expected range of model predictions is highlighted by the green brackground.
