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import argparse
from webui_train import preprocess_all
from multiprocessing import cpu_count
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument(
"--model_name", "-m", type=str, help="Model name", required=True
)
parser.add_argument("--batch_size", "-b", type=int, help="Batch size", default=2)
parser.add_argument("--epochs", "-e", type=int, help="Epochs", default=100)
parser.add_argument(
"--save_every_steps",
"-s",
type=int,
help="Save every steps",
default=1000,
)
parser.add_argument(
"--num_processes",
type=int,
help="Number of processes",
default=cpu_count() // 2,
)
parser.add_argument(
"--normalize",
action="store_true",
help="Loudness normalize audio",
)
parser.add_argument(
"--trim",
action="store_true",
help="Trim silence",
)
parser.add_argument(
"--freeze_EN_bert",
action="store_true",
help="Freeze English BERT",
)
parser.add_argument(
"--freeze_JP_bert",
action="store_true",
help="Freeze Japanese BERT",
)
parser.add_argument(
"--freeze_ZH_bert",
action="store_true",
help="Freeze Chinese BERT",
)
parser.add_argument(
"--freeze_style",
action="store_true",
help="Freeze style vector",
)
parser.add_argument(
"--freeze_decoder",
action="store_true",
help="Freeze decoder",
)
parser.add_argument(
"--use_jp_extra",
action="store_true",
help="Use JP-Extra model",
)
parser.add_argument(
"--val_per_lang",
type=int,
help="Validation per language",
default=0,
)
parser.add_argument(
"--log_interval",
type=int,
help="Log interval",
default=200,
)
args = parser.parse_args()
preprocess_all(
model_name=args.model_name,
batch_size=args.batch_size,
epochs=args.epochs,
save_every_steps=args.save_every_steps,
num_processes=args.num_processes,
normalize=args.normalize,
trim=args.trim,
freeze_EN_bert=args.freeze_EN_bert,
freeze_JP_bert=args.freeze_JP_bert,
freeze_ZH_bert=args.freeze_ZH_bert,
freeze_style=args.freeze_style,
freeze_decoder=args.freeze_decoder,
use_jp_extra=args.use_jp_extra,
val_per_lang=args.val_per_lang,
log_interval=args.log_interval,
)
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