ClippingDistortion
Added in v0.8.0
Distort signal by clipping a random percentage of points
The percentage of points that will be clipped is drawn from a uniform distribution between
the two input parameters min_percentile_threshold and max_percentile_threshold. If for instance
30% is drawn, the samples are clipped if they're below the 15th or above the 85th percentile.
ClippingDistortion API
min_percentile_threshold:int- Default:
0. A lower bound on the total percent of samples that will be clipped max_percentile_threshold:int- Default:
40. An upper bound on the total percent of samples that will be clipped p:float• range: [0.0, 1.0]- Default:
0.5. The probability of applying this transform.