Add recoding duration with pyaudio in Python

I am writing a program in Python, to create and record audio file by using pyaudio. Audio file creation is done successfully but in recording, i am facing trouble because it is capturing nothing.

import pyaudio
import wave
import time
import sys
from datetime import datetime

CHUNK = 1024
FORMAT = pyaudio.paInt16
CHANNELS = 1
RATE = 44100
RECORD_SECONDS = 5

WAVE_OUTPUT_FILENAME = 'Audio.wav'

p = pyaudio.PyAudio()
stream = p.open(format=FORMAT,
                channels=CHANNELS,
                rate=RATE,
                input=True,
                frames_per_buffer=CHUNK)


frames = []
print('* done recording')

stream.stop_stream()
stream.close()
p.terminate()

wf = wave.open(WAVE_OUTPUT_FILENAME, 'wb')
wf.setnchannels(CHANNELS)
wf.setsampwidth(p.get_sample_size(FORMAT))
wf.setframerate(RATE)
wf.writeframes(b''.join(frames))
wf.close()

Can you plz guide me that how can I add duration in audio recording?