How to do it...

In the following steps, we provide a recipe for transferring the voice of one speaker to the recording of another speaker. The code is structured in three parts: Voice Impersonation for CPU (main), a model, and utilities. We will discuss how to run the main and explain what it is doing. Whenever a reference occurs to the other parts of the code, we will provide a high-level explanation of what the referenced method does, but leave the details out for the sake of brevity.

The following code can be found in Voice Impersonation.ipynb:

  1. Import PyTorch utilities, the neural network model, and math for some basic computations:
import mathfrom torch.autograd import Variablefrom voice_impersonation_utils import *from voice_impersonation_model ...

Get Machine Learning for Cybersecurity Cookbook now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.