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36 lines
1.2 KiB
36 lines
1.2 KiB
"""Contains the impulse response augmentation model."""
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from __future__ import absolute_import
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from __future__ import division
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from __future__ import print_function
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from data_utils.augmentor.base import AugmentorBase
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from data_utils import utils
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from data_utils.audio import AudioSegment
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class ImpulseResponseAugmentor(AugmentorBase):
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"""Augmentation model for adding impulse response effect.
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:param rng: Random generator object.
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:type rng: random.Random
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:param impulse_manifest_path: Manifest path for impulse audio data.
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:type impulse_manifest_path: basestring
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"""
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def __init__(self, rng, impulse_manifest_path):
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self._rng = rng
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self._impulse_manifest = utils.read_manifest(
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manifest_path=impulse_manifest_path)
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def transform_audio(self, audio_segment):
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"""Add impulse response effect.
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Note that this is an in-place transformation.
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:param audio_segment: Audio segment to add effects to.
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:type audio_segment: AudioSegmenet|SpeechSegment
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"""
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impulse_json = self._rng.sample(self._impulse_manifest, 1)[0]
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impulse_segment = AudioSegment.from_file(impulse_json['audio_filepath'])
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audio_segment.convolve(impulse_segment, allow_resample=True)
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