Update app.py

app.py

@@ -62,12 +62,7 @@ def summarize_abstract_from_pdf(pdf_file_path):
     return summarized_abstract2[0]['summary_text']
 
 def generate_audio_func(pdf_file):
-    model_name = "suno/bark-small"
-  # Download and load the specified model
-    preload_models(model_name)
-    # Access the input file path
-    pdf_file_path = pdf_file.name
-
+  
   # Generate audio from text
   #call the summarize abstract function
     text_prompt =  summarize_abstract_from_pdf(pdf_file_path)
@@ -79,21 +74,6 @@ def generate_audio_func(pdf_file):
         write_wav(wav_file_path, 22050, (audio_array * 32767).astype(np.int16))
     return wav_file_path
 
-
-def generate_audio_func2(text):
-
-  # Generate audio from text
-  #call the summarize abstract function
-    audio_array = generate_audio(text)
-    
-  # Create a temporary WAV file to save the audio
-    with NamedTemporaryFile(suffix=".wav", delete=False) as temp_wav_file:
-        wav_file_path = temp_wav_file.name
-        write_wav(wav_file_path, 22050, (audio_array * 32767).astype(np.int16))
-    return wav_file_path
-
-
-
     
 
 # Define app name, app description, and examples
@@ -105,7 +85,7 @@ input_component = gr.File(file_types=["pdf"])
 output_component = gr.Audio()
 
 demo = gr.Interface(
-    fn=generate_audio_func2,
+    fn=generate_audio_func,
     inputs="text",
     outputs=output_component,
     title=app_name,