Book Image

Artificial Intelligence with Python

Book Image

Artificial Intelligence with Python

Overview of this book

Artificial Intelligence is becoming increasingly relevant in the modern world. By harnessing the power of algorithms, you can create apps which intelligently interact with the world around you, building intelligent recommender systems, automatic speech recognition systems and more. Starting with AI basics you'll move on to learn how to develop building blocks using data mining techniques. Discover how to make informed decisions about which algorithms to use, and how to apply them to real-world scenarios. This practical book covers a range of topics including predictive analytics and deep learning.
Table of Contents (23 chapters)
Artificial Intelligence with Python
Credits
About the Author
About the Reviewer
www.PacktPub.com
Customer Feedback
Preface

Generating audio signals


Now that we know how audio signals work, let's see how we can generate one such signal. We can use the NumPy package to generate various audio signals. Since audio signals are mixtures of sinusoids, we can use this to generate an audio signal with some predefined parameters.

Create a new Python file and import the following packages:

import numpy as np 
import matplotlib.pyplot as plt 
from scipy.io.wavfile import write 

Define the output audio filename:

# Output file where the audio will be saved  
output_file = 'generated_audio.wav' 

Specify the audio parameters such as duration, sampling frequency, tone frequency, minimum value, and maximum value:

# Specify audio parameters 
duration = 4  # in seconds 
sampling_freq = 44100  # in Hz 
tone_freq = 784  
min_val = -4 * np.pi 
max_val = 4 * np.pi 

Generate the audio signal using the defined parameters:

# Generate the audio signal 
t = np.linspace(min_val, max_val...