from faster_whisper import WhisperModel

model = WhisperModel("medium", device="cuda", compute_type="int8")
segments, info = model.transcribe("recording.m4a", beam_size=5)
for segment in segments:
    print(f"[{segment.start:.1f}s] {segment.text}")