from faster_whisper import WhisperModel

# Load model once
stt_model = WhisperModel("base", compute_type="int8")

def speech_to_text(audio_file):

    segments, _ = stt_model.transcribe(audio_file)

    text = ""
    for segment in segments:
        text += segment.text

    return text.strip()