def test_depth_convert():
y = paddleaudio.depth_convert(x, 'int16')
assert len(y) == len(x)
assert y.dtype == 'int16'
assert np.max(y) <= 32767
assert np.min(y) >= -32768
assert np.std(y) > EPS
y = paddleaudio.depth_convert(x, 'int8')
assert len(y) == len(x)
assert y.dtype == 'int8'
assert np.max(y) <= 127
assert np.min(y) >= -128
assert np.std(y) > EPS
dst_folder = args.output_folder
print(f'{len(h5_files)} h5 files listed')
for f in h5_files:
print(f'processing {f}')
dst_file = os.path.join(dst_folder, f.split('/')[-1])
print(f'target file {dst_file}')
if args.skip_existed != 0 and os.path.exists(dst_file):
print(f'skipped file {f}')
continue
assert not os.path.exists(dst_file), f'target file {dst_file} existed'
src_h5 = h5py.File(f)
dst_h5 = h5py.File(dst_file, "w")
for key in tqdm.tqdm(src_h5.keys()):
s = src_h5[key][:]
s = pa.depth_convert(s, 'float32')
# s = pa.resample(s,32000,args.sample_rate)
x = pa.features.mel_spect(s,
sample_rate=args.sample_rate,
window_size=args.window_size,
hop_length=args.hop_length,
mel_bins=args.mel_bins,
fmin=args.fmin,
fmax=args.fmax,
window='hann',
center=True,
pad_mode='reflect',
ref=1.0,
amin=1e-10,
top_db=None)
# figure(figsize=(8,8))