app.py

from transformers import AutoProcessor, AutoModelForPreTraining

processor = AutoProcessor.from_pretrained("patrickvonplaten/mms-1b")

model = AutoModelForPreTraining.from_pretrained("patrickvonplaten/mms-1b")

cd /path/to/fairseq-py/
python examples/mms/asr/infer/mms_infer.py --model "/path/to/asr/model" --lang lang_code --audio "/path/to/audio_1.wav" "/path/to/audio_1.wav"