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Exploring Deepfakes

You're reading from   Exploring Deepfakes Deploy powerful AI techniques for face replacement and more with this comprehensive guide

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Product type Paperback
Published in Mar 2023
Publisher Packt
ISBN-13 9781801810692
Length 192 pages
Edition 1st Edition
Languages
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Authors (2):
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Matt Tora Matt Tora
Author Profile Icon Matt Tora
Matt Tora
Bryan Lyon Bryan Lyon
Author Profile Icon Bryan Lyon
Bryan Lyon
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Table of Contents (15) Chapters Close

Preface 1. Part 1: Understanding Deepfakes
2. Chapter 1: Surveying Deepfakes FREE CHAPTER 3. Chapter 2: Examining Deepfake Ethics and Dangers 4. Chapter 3: Acquiring and Processing Data 5. Chapter 4: The Deepfake Workflow 6. Part 2: Getting Hands-On with the Deepfake Process
7. Chapter 5: Extracting Faces 8. Chapter 6: Training a Deepfake Model 9. Chapter 7: Swapping the Face Back into the Video 10. Part 3: Where to Now?
11. Chapter 8: Applying the Lessons of Deepfakes 12. Chapter 9: The Future of Generative AI 13. Index 14. Other Books You May Enjoy

Generating sound

Sound generation is another one of those fields we could keep subdividing down and down until all the room we have in the book is taken up by headings listing the different methods of sound generation. For the sake of brevity, we’ll group them all here and cover a few big subfields instead.

Voice swapping

The first thing that most people think about when they learn they can swap faces is the question of whether they can swap voices too. The answer is quite unsatisfying: yes, but you probably don’t want to. There are AIs out there that can swap voices but they all suffer from various problems: from sounding like a robot, to lacking inflection, to not matching the person involved, to being very expensive and exclusive. If you’re doing anything with even moderate production value, you’ll get much better use out of natural intelligence: finding an impressionist who can do an impersonation of the voice. AI technology is just not there ...

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