Transformers How to use facebook/wav2vec2-xls-r-2b-22-to-16 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("automatic-speech-recognition", model="facebook/wav2vec2-xls-r-2b-22-to-16") # Load model directly
from transformers import AutoTokenizer, AutoModelForSpeechSeq2Seq
tokenizer = AutoTokenizer.from_pretrained("facebook/wav2vec2-xls-r-2b-22-to-16")
model = AutoModelForSpeechSeq2Seq.from_pretrained("facebook/wav2vec2-xls-r-2b-22-to-16", device_map="auto") 
