Update model_hf.py

model_hf.py

@@ -27,7 +27,7 @@ class SSLModel(nn.Module):
         model = Wav2Vec2ForPreTraining.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[0]
+        self.model = model
         self.model_device=device
         self.out_dim = 1024
         return