diff --git a/app/backend/InputOutputHandler.tsx b/app/backend/InputOutputHandler.tsx
index 83c998a..1316901 100644
--- a/app/backend/InputOutputHandler.tsx
+++ b/app/backend/InputOutputHandler.tsx
@@ -1,13 +1,11 @@
 "use client"
-import React, { use, useEffect, useRef, useState } from "react";
+import React, { useEffect, useRef, useState } from "react";
 import ConversationFrontend from "../components/ConversationFrontend";
 import InputFrontend from "../components/InputFrontend";
 import VoiceSend from "./voice_backend"
 import { AudioRecorder } from "./AudioRecorder";
 import axios from "axios";
 import { resolve } from "path";
-import { FFmpeg } from "@ffmpeg/ffmpeg";
-import { fetchFile, toBlobURL } from "@ffmpeg/util"
 
 
 const InputOutputBackend: React.FC = () => {
@@ -127,17 +125,6 @@ const InputOutputBackend: React.FC = () => {
     });
   };
 
-  /* Variables for System-prompt */
-  const [preferredCurrency, setPreferredCurrency] = useState(localStorage.getItem("preferredCurrency") || "")
-  const [preferredLanguage, setPreferredLanguage] = useState(localStorage.getItem("preferredLanguage") || "")
-  const [timeFormat, setTimeFormat] = useState(localStorage.getItem("timeFormat") || "")
-  const [preferredMeasurement, setPreferredMeasurement] = useState(localStorage.getItem("preferredMeasurement") || "")
-  const [timeZone, setTimeZone] = useState(localStorage.getItem("timeZone") || "")
-  const [dateFormat, setDateFormat] = useState(localStorage.getItem("dateFormat") || "")
-
-  useEffect(() => {
-    
-  },[preferredCurrency, preferredLanguage, timeFormat, preferredMeasurement, timeZone, dateFormat])
 
   const addMessage = (role: string, content: string) => {
     setMessages(previous => [...previous, { role, content }])
@@ -165,50 +152,25 @@ const InputOutputBackend: React.FC = () => {
       audioChunks.current.push(event.data)
     }
         
-    mediaRecorder.onstop = async () => {
+    mediaRecorder.onstop = () => {
       const audioBlob = new Blob(audioChunks.current, { type: "audio/ogg" })
+      const url = URL.createObjectURL(audioBlob)
+      console.log(url);
+      setAudioURL(url)
       audioChunks.current = []
-      // console.log(audioBlob);
-      // const url = URL.createObjectURL(audioBlob)
-      // const audio = new Audio(url);
-      // audio.play().catch(error => console.error("Error playing audio:", error));
-
       const remote = new VoiceSend()
-      remote.sendToVoiceRecognition(audioBlob)
+      remote.sendToVoiceRecognition(audioBlob,)
     }
 
     mediaRecorder.start()
     setIsRecording(true)
-  }
-
-  const ffmpegRef = useRef<FFmpeg | null>(null)
-  const audioRef = useRef("")
-
-  const loadFFmpeg = async () => {
-    if (!ffmpegRef.current) {
-      ffmpegRef.current = new FFmpeg()
-      await ffmpegRef.current.load()
+        
     }
-  }
-
-  const convertOggToWav = async (oggFile: File | Blob) => {
-    await loadFFmpeg()
-
-    const ffmpeg = ffmpegRef.current!
-
-    await ffmpeg.writeFile("input.ogg", await fetchFile(oggFile))
-    await ffmpeg.exec(["-i", "input.ogg", "output.wav"])
-    const wavData = await ffmpeg.readFile("output.wav")
-    console.log(wavData);
-    const wavBlob = new Blob([wavData], { type: "audio/wav" })
-    audioRef.current = URL.createObjectURL(wavBlob)
-    return wavBlob
-  }
     
-  const stopRecording = () => {
-    mediaRecorderRef.current?.stop()
-    setIsRecording(false)
-  }
+    const stopRecording = () => {
+      mediaRecorderRef.current?.stop()
+      setIsRecording(false)
+    }
 
 
   const handleMicClick = () => {
@@ -274,9 +236,14 @@ const InputOutputBackend: React.FC = () => {
         onMicClick={handleMicClick}
         inputDisabled={inputDisabled}
         isRecording={isRecording}
-      /> 
+      />
     </div>
   )
 }
 
-export default InputOutputBackend
\ No newline at end of file
+export default InputOutputBackend
+
+
+
+
+
diff --git a/app/components/ConversationFrontend.tsx b/app/components/ConversationFrontend.tsx
index dc3114c..e6bfe39 100644
--- a/app/components/ConversationFrontend.tsx
+++ b/app/components/ConversationFrontend.tsx
@@ -58,7 +58,7 @@ const ConversationFrontend = React.forwardRef<HTMLDivElement, ConversationProps>
             <button type="button" onClick={onCopyClick}>
               <img src="/img/copy.svg" alt="copy" />
             </button>
-            <p id="copiedText" style={{opacity:isClicked?"1":"0", transition:"all 0.3s ease-in-out"}}>Copied!</p>
+            <p style={{opacity:isClicked?"1":"0", transition:"all 0.3s ease-in-out"}}>Copied!</p>
           </div>
         </div>
       </div>
diff --git a/app/components/InputFrontend.tsx b/app/components/InputFrontend.tsx
index 74539e6..c84124b 100644
--- a/app/components/InputFrontend.tsx
+++ b/app/components/InputFrontend.tsx
@@ -13,6 +13,10 @@ const InputFrontend = React.forwardRef<HTMLDivElement, InputProps>(
   ({ message, onSendClick, onMicClick, inputDisabled, isRecording}, ref: ForwardedRef<HTMLDivElement>) => {
     const [inputValue, setInputValue] = useState('');
 
+    useEffect(() => {
+      setInputValue(message);
+    }, [message]);
+
     const handleInputChange = (e: React.ChangeEvent<HTMLInputElement>) => {
       setInputValue(e.target.value);
     };
@@ -27,6 +31,10 @@ const InputFrontend = React.forwardRef<HTMLDivElement, InputProps>(
       }
     };
 
+    const styles = {
+      
+    }
+
     return (
       <div className="input" id="inputForm" ref={ref}>
         <input
diff --git a/app/styles/output.css b/app/styles/output.css
index 15eadae..2abde1d 100644
--- a/app/styles/output.css
+++ b/app/styles/output.css
@@ -69,7 +69,3 @@
 .button-container img {
     height: 1.5em;
 }
-
-#copiedText{
-    margin-top: 1em;
-}
diff --git a/py/api.py b/py/api.py
index f3e13ea..c43bf1f 100644
--- a/py/api.py
+++ b/py/api.py
@@ -1,4 +1,4 @@
-from flask import Flask, request, jsonify
+from flask i                mport Flask, request, jsonify
 from flask_cors import CORS
 import secrets
 import threading
diff --git a/py/voice.py b/py/voice.py
index dc0d28b..461da21 100644
--- a/py/voice.py
+++ b/py/voice.py
@@ -1,32 +1,26 @@
 import io
 import numpy as np
-from faster_whisper import WhisperModel
+import whisper
 from pydub import AudioSegment
 
 
 class VoiceRecognition:
     @staticmethod
     def recognition(audio):
-        audio_buffer = io.BytesIO(audio.read())
-        
-        try:
-            audio_segment = AudioSegment.from_file(audio_buffer, format="ogg")
+        audio_data = audio.read()
+        with io.BytesIO(audio_data) as audio_buffer:
+            audio_segment = AudioSegment.from_ogg(audio_buffer)
             
-            wav_io = io.BytesIO()
-            audio_segment.export(wav_io, format="wav")
-            wav_io.seek(0)
-        except:
-            print("audio to wav failed")
+            raw_data = np.array(audio_segment.get_array_of_samples())
+            
+            if audio_segment.channels > 1:
+                raw_data = raw_data.reshape((-1, audio_segment.channels))[:, 0]
+            
+            audio_data = raw_data.astype(np.float32) / (2 ** (audio_segment.sample_width * 8 - 1))
         
-        model_size = "base"
-        model = WhisperModel(model_size, device="cpu", compute_type="int8")
-        
-        segments, _ = model.transcribe(wav_io)
-        transcription = ""
-        for segment in segments:
-            transcription += segment.text + " "
-        result = transcription.strip()
-        print(result)
-        return result
+        model = whisper.load_model("base")
+        result = model.transcribe(audio_data)
+        print(result["text"])
+        return result["text"]
 
 # npm install @ffmpeg/ffmpeg @ffmpeg/util @ffmpeg/types @ffmpeg/core-mt
\ No newline at end of file