"""Contains the volume perturb augmentation model.""" import random from mvector.data_utils.audio import AudioSegment from mvector.data_utils.augmentor.base import AugmentorBase class ShiftPerturbAugmentor(AugmentorBase): """添加随机位移扰动的增强模型 :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, min_shift_ms, max_shift_ms): self._min_shift_ms = min_shift_ms self._max_shift_ms = max_shift_ms def transform_audio(self, audio_segment: AudioSegment): """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 = random.uniform(self._min_shift_ms, self._max_shift_ms) audio_segment.shift(shift_ms)