Update app.py

app.py

@@ -5,6 +5,9 @@ from gtts import gTTS
 import os
 import sqlite3
 from sklearn.ensemble import IsolationForest
+import sounddevice as sd
+import numpy as np
+import speech_recognition as sr
 
 # Initialize Database
 conn = sqlite3.connect('preferences.db')
@@ -13,6 +16,23 @@ cursor.execute('''CREATE TABLE IF NOT EXISTS preferences (id INTEGER PRIMARY KEY
 cursor.execute('''CREATE TABLE IF NOT EXISTS history (id INTEGER PRIMARY KEY, command TEXT, response TEXT)''')
 conn.commit()
 
+def record_audio():
+    samplerate = 16000
+    duration = 5  # seconds
+    recording = sd.rec(int(samplerate * duration), samplerate=samplerate, channels=1, dtype='float64')
+    sd.wait()  # Wait until recording is finished
+    return np.squeeze(recording)
+
+def recognize_audio():
+    r = sr.Recognizer()
+    audio = record_audio()
+    with sr.AudioData(audio.tobytes(), 16000, 2) as source:
+        try:
+            command = r.recognize_google(source)
+            return command
+        except sr.UnknownValueError:
+            return "Sorry, I could not understand the audio."
+            
 # Anomaly Detection Model
 anomaly_model = IsolationForest(contamination=0.1)
 data = []