Update app.py

app.py

@@ -2,8 +2,6 @@ import streamlit as st
 import pyttsx3  # For text-to-speech (offline)
 import speech_recognition as sr  # For speech recognition
 from gtts import gTTS  # Google Text-to-Speech for TTS (alternative)
-import sounddevice as sd  # For audio recording
-import numpy as np  # Required for sounddevice
 import tempfile
 import os
 
@@ -24,20 +22,13 @@ def speak_text(text, use_gtts=False):
         engine.say(text)
         engine.runAndWait()
 
-# Function to record user's speech using sounddevice
-def record_speech(duration=5, fs=16000):
-    # Record audio for a given duration (seconds) and sampling rate (fs)
-    st.write("Recording...")
-    audio_data = sd.rec(int(duration * fs), samplerate=fs, channels=1, dtype='int16')
-    sd.wait()  # Wait until recording is finished
-    return audio_data
-
-# Function to transcribe speech using SpeechRecognition
-def transcribe_speech(audio_data, fs=16000):
+# Function to transcribe speech using SpeechRecognition from uploaded file
+def transcribe_audio(uploaded_file):
     recognizer = sr.Recognizer()
     with tempfile.NamedTemporaryFile(delete=False, suffix='.wav') as tmpfile:
-        # Save recorded audio to temporary file
-        sd.write(tmpfile.name, audio_data, fs)
+        tmpfile.write(uploaded_file.getbuffer())
+        tmpfile.close()
+        
         with sr.AudioFile(tmpfile.name) as source:
             audio = recognizer.record(source)  # Read entire audio file
     try:
@@ -59,17 +50,15 @@ if sentence:
     # Play the sentence using TTS
     speak_text(sentence, use_gtts=True)
 
-    # Record user's speech
-    st.write("Now, please say the sentence.")
-    if st.button("Start Recording"):
-        audio_data = record_speech(duration=5)
-        st.write("Recording complete.")
+    # Upload Audio File
+    uploaded_file = st.file_uploader("Upload your recorded audio", type=["wav", "mp3"])
 
-        # Transcribe and compare
-        transcription = transcribe_speech(audio_data)
+    if uploaded_file is not None:
+        # Transcribe the uploaded audio
+        transcription = transcribe_audio(uploaded_file)
         st.write(f"Your transcription: {transcription}")
 
-        # Show comparison
+        # Compare transcription with user input
         if transcription.lower() == sentence.lower():
             st.success("Great job! Your pronunciation is correct.")
         else: