import argparse import os import re import ass import pydub import json import string def break_line(line: str): pattern = re.compile(r"^\[(\d+.\d+)\](.*)\[(\d+.\d+)\]$") match = pattern.match(line) start_time = match.group(1) text = match.group(2) end_time = match.group(3) return start_time, text.strip(), end_time, float(start_time), float(end_time) def to_ascii_filename(text, fallback="file"): """Converts a string to a valid filename. Args: text: The string to convert. Returns: A lowercase filename consisting of letters, numbers, underscores, hyphens, and dots. """ # Make the filename lowercase filename = text.lower() # Remove characters that are not allowed in filenames allowed_chars = set(string.ascii_lowercase + string.ascii_uppercase + string.ascii_letters + string.digits + "-_. ") filename = ''.join([char for char in filename if char in allowed_chars]) # Replace spaces with underscores filename = filename.replace(" ", "_") # Remove leading and trailing special characters filename = filename.strip("_-.") # If the filename is empty, use a placeholder if not filename: filename = fallback # Handle Unicode characters (optional) # filename = unicodedata.normalize('NFKD', filename).encode('ascii', 'ignore').decode('ascii') return filename if __name__ == "__main__": parser = argparse.ArgumentParser( "Audio Dataset Append", ) parser.add_argument("audio_file", type=str, help="Path to audio file") parser.add_argument("--entxt", type=str, help="Path to .en.txt transcript file", required=False) parser.add_argument("--ass", type=str, help="Path to .ASS file", required=False) parser.add_argument("--outdir", "-o", help="Output Directory", required=False, default=os.getcwd()) args = parser.parse_args() if not args.entxt and not args.ass: raise Exception("Provide one of entxt or ass file input.") segments: list[tuple[float, float, str]] = [] # start time (seconds), end time (seconds), transcript ########## Read input into segments ########## if args.entxt: with open(args.entxt, "r") as f: en_messages = f.read() en_messages = [line.strip() for line in en_messages.split("\n") if line.strip() != ""] for msg in en_messages: _, transcript, _, start, end = break_line(en_messages) segments.append((start, end, transcript)) elif args.ass: with open(args.ass, "r", encoding="utf-8-sig") as f: doc = ass.parse(f) for e in doc.events: if isinstance(e, ass.line.Dialogue) and e.style == '英': segments.append((e.start.total_seconds(), e.end.total_seconds(), e.text)) ########## Segment audio and output to data/ ########## data_dir = os.path.join(args.outdir, "data") audio_basename = to_ascii_filename(os.path.splitext(os.path.basename(args.audio_file))[0]) jsonl_entries = [] original_audio = pydub.AudioSegment.from_file(args.audio_file) os.makedirs(os.path.join(data_dir, audio_basename)) for seg in segments: start_ms = int(seg[0] * 1000.0) end_ms = int(seg[1] * 1000.0) segment_name = f"{audio_basename}-{start_ms}-{end_ms}.mp3" segment_path = os.path.join(data_dir, audio_basename, segment_name) segment_relpath = os.path.join("data", audio_basename, segment_name) segment = original_audio[start_ms:end_ms] segment.export(segment_path) jsonl_entries.append({"file_name": segment_relpath, "transcription": seg[2], "origin": audio_basename}) ########## Append metadata.jsonl ########## with open("metadata.jsonl", "a") as f: for entry in jsonl_entries: f.write(json.dumps(entry) + "\n")