from speechbrain.pretrained import EncoderASR
import soundfile as sf

# Load the pretrained ASR model
asr_model = EncoderASR.from_hparams(source="aioxlabs/dvoice-darija", savedir="pretrained_models/asr-wav2vec2-dvoice-dar")

# Load the audio file
audio_input, _ = sf.read("kanbghik.mp3")

# Transcribe the audio
transcription = asr_model.transcribe_file("kanbghik.mp3")

print("Transcription:", transcription)