v0.py

from faster_whisper import WhisperModel

model_size="small.en"

model = WhisperModel(model_size, device="cpu", compute_type="int8")
segments, info = model.transcribe("audio.mp3", language="en",beam_size=5)

for segment in segments:
    print(segment.text)