Parses audio file into spectrogram with optional normalization and various augmentations :param audio_conf: Dictionary containing the sample rate, window and the window length/stride in seconds :param normalize(default False): Apply standard mean and deviation normalization
(self, audio_conf, normalize=False, speed_volume_perturb=False, spec_augment=False)
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