tts-fastspeech-mydata / preprocess.py
94insane's picture
230817,V0.1
320e69e
import os
import shutil
from data import kss
import hparams as hp
def write_metadata(train, val, out_dir):
with open(os.path.join(out_dir, 'train.txt'), 'w', encoding='utf-8') as f:
for m in train:
f.write(m + '\n')
with open(os.path.join(out_dir, 'val.txt'), 'w', encoding='utf-8') as f:
for m in val:
f.write(m + '\n')
def main():
in_dir = hp.data_path
out_dir = hp.preprocessed_path
meta = hp.meta_name
textgrid_name = hp.textgrid_name
textgrid_path=hp.textgrid_path
mel_out_dir = os.path.join(out_dir, "mel")
if not os.path.exists(mel_out_dir):
os.makedirs(mel_out_dir, exist_ok=True)
ali_out_dir = os.path.join(out_dir, "alignment")
if not os.path.exists(ali_out_dir):
os.makedirs(ali_out_dir, exist_ok=True)
f0_out_dir = os.path.join(out_dir, "f0")
if not os.path.exists(f0_out_dir):
os.makedirs(f0_out_dir, exist_ok=True)
energy_out_dir = os.path.join(out_dir, "energy")
if not os.path.exists(energy_out_dir):
os.makedirs(energy_out_dir, exist_ok=True)
# if os.path.isfile(textgrid_name):
# os.system('mv ./{} {}'.format(textgrid_name, out_dir))
if not os.path.exists(os.path.join(out_dir, textgrid_name.replace(".zip", ""))):
os.system('unzip {} -d {}'.format(os.path.join(textgrid_path, textgrid_name), os.path.join(out_dir,textgrid_name.replace(".zip",""))))
if "kss_elena" in hp.dataset:
# kss version 1.3
# if "v.1.3" in meta:
# if not os.path.exists(os.path.join(in_dir, "wavs_bak")):
# os.system("mv {} {}".format(os.path.join(in_dir, "wavs"), os.path.join(in_dir, "wavs_bak")))
# os.makedirs(os.path.join(in_dir, "wavs"))
# kss version 1.4
if "v.1.4" in meta:
if not os.path.exists(os.path.join(in_dir, "wavs_bak")):
os.makedirs(os.path.join(in_dir, "wavs"))
os.system("mv {} {}".format(os.path.join(in_dir, "../", meta), os.path.join(in_dir)))
for i in range(0, 5) : os.system("mv {} {}".format(os.path.join(in_dir, str(i)), os.path.join(in_dir, "wavs")))
os.system("mv {} {}".format(os.path.join(in_dir, "wavs"), os.path.join(in_dir, "wavs_bak")))
os.makedirs(os.path.join(in_dir, "wavs"))
else:
shutil.rmtree(os.path.join(in_dir, "wavs"))
os.makedirs(os.path.join(in_dir, "wavs"))
train, val = kss.build_from_path(in_dir, out_dir, meta)
write_metadata(train, val, out_dir)
if __name__ == "__main__":
main()