fix in readme

README.md

@@ -60,7 +60,7 @@ the `Discriminator_Model` class. Make changes as you please to see if you can im
 
 ## Using the Pre-trained Model 
 
-We are providing our pre-trained model which is saved on the Amazon S3 bucket. If you ran `bash downlaod_data.sh` then you should see a folder named `fitted_objects/` created inside the `code/` directory inside which you will find the pre-trained model.  This is simple baseline model that we created to get you started. It achieves 85% accuracy and 0.58 f1 score on the test set.
+We are providing our pre-trained model which is saved on the Amazon S3 bucket. If you ran `bash download_data.sh` then you should see a folder named `fitted_objects/` created inside the `code/` directory inside which you will find the pre-trained model.  This is simple baseline model that we created to get you started. It achieves 85% accuracy and 0.58 f1 score on the test set.
 
 To run our pre-trained model on your own audio:
 1. Copy your audio files to `data/inference_data/unlabeled/` 

code/apt_install.sh

@@ -1,2 +1,2 @@
 apt-get update
-yes | apt-get install libsndfile1
+apt-get install libsndfile1 -y

code/download_data.sh

@@ -1,7 +1,7 @@
 apt-get update
-yes | apt-get install wget
-yes | apt-get install zip
-yes | apt-get install unzip
+apt-get install wget -y
+apt-get install zip -y
+apt-get install unzip -y
 
 cd ../data/