Update README.md

README.md

@@ -46,9 +46,7 @@ model-index:
 
 # Sharif-wav2vec2
 
-[Sharif-wav2vec2](https://huggingface.co/SLPL/Sharif-wav2vec2/)
-
-Prior to the usage you may need to install below dependencies:
+Prior to the usage, you may need to install the below dependencies:
 
 ```shell
 pip -q install pyctcdecode
@@ -93,8 +91,6 @@ print(prediction[0])
 # تست
 ```
 
-# [Paper](https://arxiv.org/abs/2006.11477)
-
 The base model fine-tuned on 108 hours of Commonvoice on 16kHz sampled speech audio. When using the model
 make sure that your speech input is also sampled at 16Khz.