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@@ -18,7 +18,7 @@ metrics:
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  This model classifies individual 20ms frames of audio based on presence of filled pauses ("eee", "errm", ...).
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- It was trained on human-annotated Slovenian speech corpus ROG-Artur and achieves F1 of 0.95 for the positive class on
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  te test split of the same dataset.
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@@ -58,7 +58,7 @@ With added postprocessing, the model achieves the following metrics:
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  | PL | drop_short_initial_and_final | 0.903 | 0.947 | 0.924 |
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  | RS | drop_short_initial_and_final | 0.966 | 0.915 | 0.94 |
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-
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  # Example use:
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  ```python
 
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  This model classifies individual 20ms frames of audio based on presence of filled pauses ("eee", "errm", ...).
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+ It was trained on human-annotated Slovenian speech corpus [ROG-Artur](http://hdl.handle.net/11356/1992) and achieves F1 of 0.968 for the positive class on
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  te test split of the same dataset.
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  | PL | drop_short_initial_and_final | 0.903 | 0.947 | 0.924 |
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  | RS | drop_short_initial_and_final | 0.966 | 0.915 | 0.94 |
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+ Fop details on postprocessing see function `frames_to_intervals` in the code snippet below.
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  # Example use:
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  ```python