def add(filenames, output):
for f in filenames:
try:
inputs.append(load_vector(f, vectorizer))
outputs.append(np.array([output]))
except ValueError:
print('Skipping invalid file:', f)
def loader(kws: list, nkws: list):
from precise.params import pr
inputs = np.empty((0, pr.n_features, pr.feature_size))
outputs = np.zeros((len(kws), 1))
for f in kws:
if not isfile(f):
continue
new_vec = load_vector(f, vectorize_inhibit)
inputs = np.concatenate([inputs, new_vec])
return self.merge((inputs, outputs), self.__load_files(kws, nkws))
def add(filenames, output):
for i, f in enumerate(filenames):
try:
inputs.append(load_vector(f, vectorizer))
outputs.append(np.array([output]))
except InvalidAudio as e:
print('Skipping invalid file:', f, e)
print('\r{0:.2%} '.format(i / len(filenames)),
end='',
flush=True)
print('\r \r', end='', flush=True)