def _preprocess_setup(self):
"""Apply desired pre_processing to the input
"""
self.preprocess_funcs = []
if self.random_crop:
self.preprocess_funcs.append(
U.random_crop(int(self.inputLength * self.audio_rate)))
if self.normalize:
self.preprocess_funcs.append(U.normalize(2147483648.0))
def _preprocess_setup(self):
"""Apply desired pre_processing to the input
"""
self.preprocess_funcs = []
if self.strongAugment:
self.preprocess_funcs.append(U.random_scale(1.25))
if self.pad > 0:
self.preprocess_funcs.append(U.padding(self.pad))
if self.random_crop:
self.preprocess_funcs.append(
U.random_crop(int(self.inputLength * self.audio_rate)))
if self.normalize is True:
self.preprocess_funcs.append(U.normalize(32768.0))