genshin.applio / rvc /train /extract /preparing_files.py
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import os
import shutil
from random import shuffle
from rvc.configs.config import Config
import json
config = Config()
current_directory = os.getcwd()
def generate_config(sample_rate: int, model_path: str):
config_path = os.path.join("rvc", "configs", f"{sample_rate}.json")
config_save_path = os.path.join(model_path, "config.json")
if not os.path.exists(config_save_path):
shutil.copyfile(config_path, config_save_path)
def generate_filelist(model_path: str, sample_rate: int, include_mutes: int = 2):
gt_wavs_dir = os.path.join(model_path, "sliced_audios")
feature_dir = os.path.join(model_path, f"extracted")
f0_dir, f0nsf_dir = None, None
f0_dir = os.path.join(model_path, "f0")
f0nsf_dir = os.path.join(model_path, "f0_voiced")
gt_wavs_files = set(name.split(".")[0] for name in os.listdir(gt_wavs_dir))
feature_files = set(name.split(".")[0] for name in os.listdir(feature_dir))
f0_files = set(name.split(".")[0] for name in os.listdir(f0_dir))
f0nsf_files = set(name.split(".")[0] for name in os.listdir(f0nsf_dir))
names = gt_wavs_files & feature_files & f0_files & f0nsf_files
options = []
mute_base_path = os.path.join(current_directory, "logs", "mute")
sids = []
for name in names:
sid = name.split("_")[0]
if sid not in sids:
sids.append(sid)
options.append(
f"{os.path.join(gt_wavs_dir, name)}.wav|{os.path.join(feature_dir, name)}.npy|{os.path.join(f0_dir, name)}.wav.npy|{os.path.join(f0nsf_dir, name)}.wav.npy|{sid}"
)
if include_mutes > 0:
mute_audio_path = os.path.join(
mute_base_path, "sliced_audios", f"mute{sample_rate}.wav"
)
mute_feature_path = os.path.join(mute_base_path, f"extracted", "mute.npy")
mute_f0_path = os.path.join(mute_base_path, "f0", "mute.wav.npy")
mute_f0nsf_path = os.path.join(mute_base_path, "f0_voiced", "mute.wav.npy")
# adding x files per sid
for sid in sids * include_mutes:
options.append(
f"{mute_audio_path}|{mute_feature_path}|{mute_f0_path}|{mute_f0nsf_path}|{sid}"
)
file_path = os.path.join(model_path, "model_info.json")
if os.path.exists(file_path):
with open(file_path, "r") as f:
data = json.load(f)
else:
data = {}
data.update(
{
"speakers_id": len(sids),
}
)
with open(file_path, "w") as f:
json.dump(data, f, indent=4)
shuffle(options)
with open(os.path.join(model_path, "filelist.txt"), "w") as f:
f.write("\n".join(options))