Use whisper-medium model

app.py

@@ -25,7 +25,7 @@ def transcribe_audio(audiofile):
 
     pipe = pipeline(
     "automatic-speech-recognition",
-    model="openai/whisper-large-v2",
+    model="openai/whisper-medium",
     chunk_length_s=30,
     device=device,
     )
@@ -38,6 +38,13 @@ def transcribe_audio(audiofile):
 
     return transcription
 
+def summarize_podcast(audiotranscription):
+    sum_pipe = pipeline("summarization",model="philschmid/flan-t5-base-samsum",clean_up_tokenization_spaces=True)
+    summary = ""
+
+    return summary
+    
+
 st.markdown("# Podcast Q&A")
 
 st.markdown(