"""Audio utilities (duration, etc.).""" from pydub import AudioSegment def get_audio_duration_seconds(file_path: str) -> float: """Return audio duration in seconds using pydub.""" audio = AudioSegment.from_file(file_path) # len(audio) is in milliseconds return len(audio) / 1000.0