"""Contains the volume perturb augmentation model.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from data_utils.augmentor.base import AugmentorBase class ShiftPerturbAugmentor(AugmentorBase): """Augmentation model for adding random shift perturbation. :param rng: Random generator object. :type rng: random.Random :param min_shift_ms: Minimal shift in milliseconds. :type min_shift_ms: float :param max_shift_ms: Maximal shift in milliseconds. :type max_shift_ms: float """ def __init__(self, rng, min_shift_ms, max_shift_ms): self._min_shift_ms = min_shift_ms self._max_shift_ms = max_shift_ms self._rng = rng def transform_audio(self, audio_segment): """Shift audio. Note that this is an in-place transformation. :param audio_segment: Audio segment to add effects to. :type audio_segment: AudioSegmenet|SpeechSegment """ shift_ms = self._rng.uniform(self._min_shift_ms, self._max_shift_ms) audio_segment.shift(shift_ms)