diff-svc_minato_aqua / pre_hubert.py
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import os
from pathlib import Path
import numpy as np
from tqdm import tqdm
from infer_tools import infer_tool
from preprocessing.hubertinfer import HubertEncoder
# hubert_mode可选——"soft_hubert"、"cn_hubert"
hubert_model = HubertEncoder(hubert_mode='cn_hubert')
# 自动搜索batch文件夹下所有wav文件,可自行更改路径
wav_paths = infer_tool.get_end_file("./batch", "wav")
with tqdm(total=len(wav_paths)) as p_bar:
p_bar.set_description('Processing')
for wav_path in wav_paths:
npy_path = Path(wav_path).with_suffix(".npy")
if not os.path.exists(npy_path):
np.save(str(npy_path), hubert_model.encode(wav_path))
p_bar.update(1)