add audio isolation feature

pages/main.py

@@ -22,7 +22,7 @@ from copy import deepcopy
 # Third-party libraries
 import requests
 import streamlit as st
-import streamlit.components.v1 as components
+#import streamlit.components.v1 as components
 
 #from audiorecorder import audiorecorder
 from openai import OpenAI
@@ -54,7 +54,7 @@ from core.files import load_ui_language
 from core.core import process_message
 from core.core import init_process_mode
 from core.moderation import api_moderation_openai_text
-
+from core.audio_isolation import isolate_audio
 
 
 def save_attachment(attachment):
@@ -127,8 +127,11 @@ def recorder_released():
         if audio_recorded:
             audio = AudioSegment.from_wav(io.BytesIO(st.session_state.rec_widget.getvalue()))
             st.write(f"Frame rate: {audio.frame_rate}, Frame width: {audio.frame_width}, Duration: {audio.duration_seconds} seconds")
-            
-            if not (st.session_state.language_detected):
+
+            # Isoler l'audio ici
+            audio = isolate_audio(audio)
+
+            if not st.session_state.language_detected:
                 # 1. Verifie si audio.duration_seconds est superieur a 600 secondes (10 minutes)
                 if audio.duration_seconds > 600:
                     # PyDub handles time in milliseconds
@@ -478,3 +481,4 @@ main_page()
 
 
 
+