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import base64 | |
from pathlib import Path | |
from typing import Union | |
from loguru import logger | |
from natsort import natsorted | |
AUDIO_EXTENSIONS = { | |
".mp3", | |
".wav", | |
".flac", | |
".ogg", | |
".m4a", | |
".wma", | |
".aac", | |
".aiff", | |
".aif", | |
".aifc", | |
} | |
VIDEO_EXTENSIONS = { | |
".mp4", | |
".avi", | |
} | |
def audio_to_bytes(file_path): | |
if not file_path or not Path(file_path).exists(): | |
return None | |
with open(file_path, "rb") as wav_file: | |
wav = wav_file.read() | |
return wav | |
def read_ref_text(ref_text): | |
path = Path(ref_text) | |
if path.exists() and path.is_file(): | |
with path.open("r", encoding="utf-8") as file: | |
return file.read() | |
return ref_text | |
def list_files( | |
path: Union[Path, str], | |
extensions: set[str] = None, | |
recursive: bool = False, | |
sort: bool = True, | |
) -> list[Path]: | |
"""List files in a directory. | |
Args: | |
path (Path): Path to the directory. | |
extensions (set, optional): Extensions to filter. Defaults to None. | |
recursive (bool, optional): Whether to search recursively. Defaults to False. | |
sort (bool, optional): Whether to sort the files. Defaults to True. | |
Returns: | |
list: List of files. | |
""" | |
if isinstance(path, str): | |
path = Path(path) | |
if not path.exists(): | |
raise FileNotFoundError(f"Directory {path} does not exist.") | |
files = [file for ext in extensions for file in path.rglob(f"*{ext}")] | |
if sort: | |
files = natsorted(files) | |
return files | |
def load_filelist(path: Path | str) -> list[tuple[Path, str, str, str]]: | |
""" | |
Load a Bert-VITS2 style filelist. | |
""" | |
files = set() | |
results = [] | |
count_duplicated, count_not_found = 0, 0 | |
LANGUAGE_TO_LANGUAGES = { | |
"zh": ["zh", "en"], | |
"jp": ["jp", "en"], | |
"en": ["en"], | |
} | |
with open(path, "r", encoding="utf-8") as f: | |
for line in f.readlines(): | |
splits = line.strip().split("|", maxsplit=3) | |
if len(splits) != 4: | |
logger.warning(f"Invalid line: {line}") | |
continue | |
filename, speaker, language, text = splits | |
file = Path(filename) | |
language = language.strip().lower() | |
if language == "ja": | |
language = "jp" | |
assert language in ["zh", "jp", "en"], f"Invalid language {language}" | |
languages = LANGUAGE_TO_LANGUAGES[language] | |
if file in files: | |
logger.warning(f"Duplicated file: {file}") | |
count_duplicated += 1 | |
continue | |
if not file.exists(): | |
logger.warning(f"File not found: {file}") | |
count_not_found += 1 | |
continue | |
results.append((file, speaker, languages, text)) | |
if count_duplicated > 0: | |
logger.warning(f"Total duplicated files: {count_duplicated}") | |
if count_not_found > 0: | |
logger.warning(f"Total files not found: {count_not_found}") | |
return results | |