Update README.md

README.md

@@ -14,8 +14,6 @@ The model can be installed through pypi for inference.
 ```
 pip install sylber
 ```
-Please check [demo notebook](demo.ipynb) for the usage.
-For training, please follow the below instructions.
 
 ### Usage
 
@@ -40,7 +38,7 @@ outputs = segmenter(wav_file, in_second=True) # in_second can be False to output
 
 ### Training
 
-Please check [here](https://github.com/Berkeley-Speech-Group/sylber) for training. 
+Please check [https://github.com/Berkeley-Speech-Group/sylber](https://github.com/Berkeley-Speech-Group/sylber) for training the model. 
 
 ---
 license: apache-2.0