Robustness simulated recording condition¶
CNN14 |
w2v2-b |
hubert-b |
axlstm |
|
|---|---|---|---|---|
Overall Score |
0.0% passed tests (0 passed / 6 failed). |
0.0% passed tests (0 passed / 6 failed). |
0.0% passed tests (0 passed / 6 failed). |
0.0% passed tests (0 passed / 6 failed). |
Percentage Unchanged Predictions Simulated Position¶
Data |
Percentage Unchanged Predictions Simulated Position |
|||
|---|---|---|---|---|
CNN14 |
w2v2-b |
hubert-b |
axlstm |
|
emovo-1.2.1-emotion.test |
0.60 |
0.59 |
0.64 |
0.57 |
imda-nsc-read-speech-balanced-2.6.0-headset |
0.75 |
0.67 |
0.79 |
0.68 |
timit-1.4.1-files |
0.58 |
0.75 |
0.80 |
0.60 |
mean |
0.64 |
0.67 |
0.74 |
0.62 |
Percentage Unchanged Predictions Simulated Room¶
Data |
Percentage Unchanged Predictions Simulated Room |
|||
|---|---|---|---|---|
CNN14 |
w2v2-b |
hubert-b |
axlstm |
|
emovo-1.2.1-emotion.test |
0.49 |
0.49 |
0.60 |
0.43 |
imda-nsc-read-speech-balanced-2.6.0-headset |
0.53 |
0.73 |
0.74 |
0.41 |
timit-1.4.1-files |
0.41 |
0.66 |
0.72 |
0.42 |
mean |
0.48 |
0.63 |
0.69 |
0.42 |
Visualization Simulated Position¶
Difference of predictions for audio with a baseline simulated position and audio with a different simulated position. The allowed prediction difference \(\delta < 0.05\) is highlighted in green in the upper plot. The lower plot shows the distributions of the two predictions.
CNN14 |
w2v2-b |
hubert-b |
axlstm |
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