Update app.py

app.py

@@ -1,43 +1,43 @@
 import streamlit as st
-import gradio as gr
 from transformers import pipeline
 
 st.set_page_config(page_title="Your English audio to Chinese text", page_icon="🦜")
 st.header("Turn Your English Audio to Chinese text")
-uploaded_file = st.file_uploader("Select an audio file")
 
-if uploaded_file is not None:
-    print(uploaded_file)
-    bytes_data = uploaded_file.getvalue()
-    with open(uploaded_file.name, "wb") as file:
-        file.write(bytes_data)
-    st.image(uploaded_file, caption="Uploaded Audio",
-             use_column_width=True)
-
-# function part
+# Function to convert audio to text
+@st.cache
 def audio2txt(audioname):
-    pipe = pipeline("Automatic-Speech-Recognition", model="avery0/pipeline1model2")
+    pipe = pipeline("automatic-speech-recognition", model="avery0/pipeline1model2")
     rst = pipe(audioname)
     return rst
 
+# Function to translate text
+@st.cache
 def translation(txt):
-    pipe = pipeline("translation", model="DDDSSS/translation_en-zh")
-    rst = pipe(txt)
+    pipe = pipeline("translation_en_to_zh", model="DDDSSS/translation_en-zh")
+    rst = pipe(txt, max_length=40)
     return rst
 
-
+# Main function
 def main():
-    #Stage 1: Aido to Text
-    st.text('Processing audio2txt...')
-    txt = audio2txt(uploaded_file.name)
-    st.write(txt)
-
-    #Stage 2: Text to Story
-    st.text('Generating a translation...')
-    txt2 = translation(txt)
-    st.write(txt2)
-
+    uploaded_file = st.file_uploader("Select an audio file")
+    
+    if uploaded_file is not None:
+        bytes_data = uploaded_file.getvalue()
+        with open(uploaded_file.name, "wb") as file:
+            file.write(bytes_data)
+        
+        st.image(uploaded_file, caption="Uploaded Audio", use_column_width=True)
+        
+        # Stage 1: Audio to Text
+        st.text('Processing audio2txt...')
+        txt = audio2txt(uploaded_file.name)
+        st.write(txt)
+        
+        # Stage 2: Text to Translation
+        st.text('Generating a translation...')
+        txt2 = translation(txt)
+        st.write(txt2)
 
-    # main part
 if __name__ == "__main__":
     main()