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@@ -30,7 +30,7 @@ The original model can be found under https://github.com/pytorch/fairseq/tree/ma
 To transcribe audio files the model can be used as a standalone acoustic model as follows:
 ```python
- from transformers import Wav2Vec2Tokenizer, Wav2Vec2Model
  from datasets import load_dataset
  import soundfile as sf
  import torch

 To transcribe audio files the model can be used as a standalone acoustic model as follows:
 ```python
+ from transformers import Wav2Vec2Tokenizer, Wav2Vec2ForMaskedLM
  from datasets import load_dataset
  import soundfile as sf
  import torch