import subprocess import os import glob import shutil from concurrent.futures import ThreadPoolExecutor def move_to_unmatched(base_path, lang, audio_exists, subtitle_exists): unmatched_path = os.path.join(base_path, "unmatched", lang) os.makedirs(unmatched_path, exist_ok=True) if audio_exists: audio_file = glob.glob(f"{base_path}/{lang}.wav")[0] shutil.move(audio_file, unmatched_path) if subtitle_exists: subtitle_file = glob.glob(f"{base_path}/{lang}.vtt")[0] shutil.move(subtitle_file, unmatched_path) def download_and_convert_audio(video_url, languages): video_id = video_url.split('=')[-1] base_path = f"dataset/{video_id}" os.makedirs(base_path, exist_ok=True) for lang in languages: command_download = [ 'yt-dlp', '--extract-audio', '--audio-format', 'm4a', '--write-sub', '--sub-langs', lang, '--sub-format', 'vtt', '--output', f"{base_path}/%(title)s.{lang}.%(ext)s", '--format', f'bestaudio[ext=m4a][acodec=mp4a.40.2][language={lang}]', video_url ] subprocess.run(command_download) m4a_files = glob.glob(f"{base_path}/*.{lang}.m4a") if m4a_files: m4a_file = m4a_files[0] wav_file = f"{base_path}/{lang}.wav" command_convert = ['ffmpeg', '-i', m4a_file, '-acodec', 'pcm_s16le', '-ar', '44100', wav_file] subprocess.run(command_convert) os.remove(m4a_file) vtt_files = glob.glob(f"{base_path}/*.{lang}.vtt") if vtt_files: vtt_file = vtt_files[0] new_vtt_file = f"{base_path}/{lang}.vtt" os.rename(vtt_file, new_vtt_file) audio_exists = bool(glob.glob(f"{base_path}/{lang}.wav")) subtitle_exists = bool(glob.glob(f"{base_path}/{lang}.vtt")) if not (audio_exists and subtitle_exists): move_to_unmatched(base_path, lang, audio_exists, subtitle_exists) def process_video(url, languages): try: download_and_convert_audio(url, languages) except Exception as e: print(f"Error processing {url}: {e}") if __name__ == "__main__": video_urls = [] with open('urls.txt', 'r') as file: video_urls = [line.strip() for line in file if line.strip()] languages = ["ar", "es", "fr", "hi", "id", "ja", "ko", "pt", "ru", "th", "tr", "vi", "en"] with ThreadPoolExecutor(max_workers=5) as executor: futures = [executor.submit(process_video, url, languages) for url in video_urls] for future in futures: future.result()