Correctness consistency¶
30.2% passed tests (13 passed / 30 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 |
0.45 |
danish-emotional-speech-1.1.1-emotion.test |
0.33 |
emodb-1.2.0-emotion.categories.test.gold_standard |
0.36 |
emovo-1.2.1-emotion.test |
0.36 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.39 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.40 |
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
0.42 |
ravdess-1.1.2-emotion.speech.test |
0.47 |
mean |
0.40 |
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 |
0.37 |
0.49 |
danish-emotional-speech-1.1.1-emotion.test |
0.58 |
|
emodb-1.2.0-emotion.categories.test.gold_standard |
0.33 |
0.56 |
emovo-1.2.1-emotion.test |
0.38 |
0.32 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.29 |
0.37 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.38 |
0.42 |
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
0.38 |
0.48 |
ravdess-1.1.2-emotion.speech.test |
0.38 |
0.41 |
mean |
0.36 |
0.45 |
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 |
0.73 |
0.79 |
|
danish-emotional-speech-1.1.1-emotion.test |
0.77 |
0.73 |
0.81 |
emodb-1.2.0-emotion.categories.test.gold_standard |
0.81 |
0.70 |
|
emovo-1.2.1-emotion.test |
0.77 |
0.73 |
0.76 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.80 |
0.76 |
|
meld-1.3.1-emotion.categories.test.gold_standard |
0.80 |
0.79 |
0.81 |
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
0.75 |
0.90 |
|
ravdess-1.1.2-emotion.speech.test |
0.75 |
0.75 |
0.88 |
mean |
0.77 |
0.77 |
0.81 |
Visualization¶
Distribution of dimensional model predictions for samples with different categorical emotions. The expected range of model predictions is highlighted by the green brackground.
