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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.