import torchaudio
from pyannote.audio import Pipeline

pipeline = Pipeline.from_pretrained("pyannote/voice-activity-detection")

def detect_speech_segments(audio_path):
    vad_result = pipeline(audio_path)
    return [(segment.start, segment.end) for segment in vad_result.get_timeline().support()]