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