Update model_hf.py

model_hf.py

@@ -24,7 +24,7 @@ class SSLModel(nn.Module):
         # eliminate fairseq dependency 
         # facebook/wav2vec2-xls-r-300m
         # repo_id = "facebook/wav2vec2-xlsr-300m"
-        model = Wav2Vec2ForPreTraining.from_pretrained("facebook/wav2vec2-xls-r-300m")
+        model = Wav2Vec2.from_pretrained("facebook/wav2vec2-xls-r-300m")
         # cp_path = hf_hub_download(repo_id=repo_id, filename=fname)   # Change the pre-trained XLSR model path. 
         # model, cfg, task = fairseq.checkpoint_utils.load_model_ensemble_and_task([cp_path])
         self.model = model