Robustness recording condition¶
w2v2-L-cat |
hubert-L-cat |
wavlm-cat |
data2vec-cat |
|
---|---|---|---|---|
Overall Score |
0.0% passed tests (0 passed / 2 failed). |
100.0% passed tests (2 passed / 0 failed). |
100.0% passed tests (2 passed / 0 failed). |
50.0% passed tests (1 passed / 1 failed). |
Percentage Unchanged Predictions Recording Condition¶
Data |
Percentage Unchanged Predictions Recording Condition |
|||
---|---|---|---|---|
w2v2-L-cat |
hubert-L-cat |
wavlm-cat |
data2vec-cat |
|
imda-nsc-read-speech-balanced-2.6.0-headset-boundary |
0.79 |
0.93 |
0.85 |
0.86 |
imda-nsc-read-speech-balanced-2.6.0-headset-mobile |
0.74 |
0.91 |
0.83 |
0.80 |
mean |
0.77 |
0.92 |
0.84 |
0.83 |
Visualization¶
Confusion Matrix showing the shift from the predictions of the baseline recording condition audio to the predictions of the different recording condition audio.
w2v2-L-cat |
hubert-L-cat |
wavlm-cat |
data2vec-cat |
---|---|---|---|