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Patch for adding missing shift_perturb.py in last commmit (pull request
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"""Contains the volume perturb augmentation model.""" | ||
from __future__ import absolute_import | ||
from __future__ import division | ||
from __future__ import print_function | ||
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from data_utils.augmentor.base import AugmentorBase | ||
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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 | ||
""" | ||
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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 | ||
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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) |