Update app.py

app.py

@@ -7,17 +7,20 @@ Original file is located at
     https://colab.research.google.com/drive/1zk7xuWSf7ii7zowOqNVLy0FwXYVHYE2V
 """
 
-#imports
-!pip install PyPDF2
+# Imports
+pip install PyPDF2
 import PyPDF2
 import re
-!pip install transformers
+pip install transformers
 import transformers
 from transformers import pipeline
-!pip install git+https://github.com/suno-ai/bark.git
+pip install git+https://github.com/suno-ai/bark.git
 from bark import SAMPLE_RATE, generate_audio, preload_models
 from scipy.io.wavfile import write as write_wav
 from IPython.display import Audio
+import gradio as gr
+
+# Code
 
 def abstract_to_audio(insert_pdf):
     # Extracting the abstract text from the article pdf
@@ -75,8 +78,8 @@ def abstract_to_audio(insert_pdf):
     # play text in notebook
     return Audio(audio_array, rate=SAMPLE_RATE)
 
-!pip install gradio
-import gradio as gr
+
+
 
 my_app = gr.Interface(fn=abstract_to_audio, inputs='file', outputs='audio')
 my_app.launch(share=True)