Master the art of Deepfake: Cloning voices and lip-synching made easy!

Table of Contents

1. Introduction
2. Getting Started with Deep Fake Creation
   • Gathering the targeted person's video
   • Downloading the video and audio
   • Generating the text for the deep fake
3. Techniques for Generating Dialogue
   • Using Google's Colab Research
   • Installing a working environment on your computer
   • Downloading a pre-prepared folder
4. Setting Up the Working Folder
   • The structure of the main folder
   • Introduction to the special folders and files
5. Generating the Deep Fake Audio
   • Running the text-to-speech program
   • Choosing the text and model
   • Generating the audio files
6. Using Wav to Lip for Deep Fake Video
   • Setting up the Wav to Lip program
   • Selecting the audio and video files
   • Creating the deep fake video
7. Reviewing the Result
   • Observing the generated video
   • Evaluating the realism of the deep fake
8. Conclusion
9. Subscribe and Engage

Introduction

Welcome to this tutorial on deep fake creation! In this article, we will explore the process of making a deep fake video by changing the words spoken by a person. Deep fakes have gained popularity in recent years and can be created using advanced technologies. We will guide you through the steps, from gathering the targeted person's video to generating realistic audio and video files. So let's dive in and learn how to create your own deep fake masterpiece!

Getting Started with Deep Fake Creation

The first step in creating a deep fake is to gather the video of the person you want to target. For example, if you choose a celebrity like Elon Musk, you can search for his videos on platforms like YouTube. Once you have found a suitable video, you can proceed with downloading it using online sites or tools like NoTube. Additionally, you will need a sound sample of the person's voice, which can be downloaded from the same video or other sources.

Techniques for Generating Dialogue

To generate the dialogue for the deep fake, there are different techniques available. One option is to use Google's Colab Research, a web server that provides a pre-prepared environment for running deep fake programs. This option is suitable for those who are not familiar with installing programs but requires an internet connection and installation steps each time you use the service.

Another technique involves installing a working environment on your computer, which can be challenging due to the various function libraries required by the deep fake program. This option also requires the installation of CUDA for your graphics card. While not recommended for beginners, it offers more control over the process.

Alternatively, you can download a pre-prepared folder on your computer, which contains all the necessary function libraries and files. This option is suitable for Windows 10 users and eliminates the need for complex installations. The structure of the folder includes special folders for voice models and audio files, ensuring a smooth deep fake generation process.

Setting Up the Working Folder

Once you have downloaded the pre-prepared folder on your computer, you will find the main folder consisting of a mini Conda environment and a special folder called Tortoise. This folder contains important subfolders such as Results, which will store the generated audio files, and Voices, which contains voice models for various individuals.

If you have downloaded the complete folder, you will find a specific folder named after the targeted person, such as Elon. This folder contains audio excerpts of the person speaking, which will be used for generating the deep fake dialogue. In addition, you might have to create your own WAV files using programs like Audacity.

Generating the Deep Fake Audio

To generate the deep fake audio, you will run a text-to-speech program that utilizes the voice models and audio files in the working folder. By entering the desired text, selecting the appropriate model, and specifying the number of tries, the program will generate WAV files with realistic speech. The process may take several minutes, depending on your computer's performance.

Using Wav to Lip for Deep Fake Video

For creating the deep fake video, we will use a program called Wav to Lip, which is written in Python and provides a graphical user interface. This program requires the audio file generated in the previous step, as well as a video file of the person you are targeting. By selecting these files and choosing the name for the output video, you can initiate the deep fake video generation process.

Reviewing the Result

After the program has completed generating the deep fake video, you can review the result and assess the realism of the deep fake. Keep in mind that certain factors, such as the presence of multiple people in the background, may affect the accuracy of the facial movements. It is recommended to observe the generated video carefully and make adjustments if needed.

Conclusion

In this tutorial, we explored the process of creating a deep fake video by changing the words spoken by a person in a video. We discussed various techniques for gathering the necessary resources, generating dialogue, and utilizing programs like Wav to Lip. Deep fakes can be a fascinating technology, but it is important to use them responsibly and ethically. With practice, you can create impressive deep fake videos that entertain and engage viewers.

Subscribe and Engage

If you enjoyed this tutorial and want to stay informed about new content, make sure to subscribe to my YouTube channel. Leave a comment below with your thoughts and suggestions, and don't forget to like the video. Thank you for joining me on this deep fake creation journey, and I'll see you in the next video!