from moviepy import VideoFileClip, CompositeAudioClip def shift_audio(video_path, output_path, shift_seconds=2.0): print(f"🎬 正在加载视频: {video_path}") # 加载视频和对应的音频 video = VideoFileClip(video_path) audio = video.audio # 核心逻辑:让音频“时间错位” # shift_seconds > 0: 音频延后(开头静音) # shift_seconds < 0: 音频提前(结尾静音) print(f"⏱️ 正在将音频平移 {shift_seconds} 秒...") if shift_seconds >= 0: shifted_audio = CompositeAudioClip([audio.with_start(shift_seconds)]).with_duration(video.duration) else: advance_seconds = abs(shift_seconds) if advance_seconds >= video.duration: shifted_audio = CompositeAudioClip([]).with_duration(video.duration) else: trimmed_audio = audio.subclipped(advance_seconds, video.duration) shifted_audio = CompositeAudioClip([trimmed_audio.with_start(0)]).with_duration(video.duration) # 把错位的音频重新合成到视频上 final_video = video.with_audio(shifted_audio) # 导出被“下毒”的对抗样本 print(f"💾 正在导出对抗样本: {output_path}") final_video.write_videofile(output_path, codec="libx264", audio_codec="aac") print("✅ 搞定!CT-DPO 负样本生成成功!") # 示例1:音频往后 2 秒(开头静音) shift_audio( "/home/ubuntu/uag_oops_data/uag_oops/34 Funny Kid Nominees - FailArmy Hall Of Fame (May 2017)9.mp4", "/home/ubuntu/poisoned_output_delay2.mp4", shift_seconds=2.0, ) # 示例2:音频往前 2 秒(结尾静音) shift_audio( "/home/ubuntu/uag_oops_data/uag_oops/34 Funny Kid Nominees - FailArmy Hall Of Fame (May 2017)9.mp4", "/home/ubuntu/poisoned_output_early2.mp4", shift_seconds=-2.0, )