ARTi

How to spot deepfakes

Chapter 1

Anatomy of a deepfake

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Chapter 2

Audio and speech deception

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Chapter 3

The digital detective toolkit

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YOUR GOAL

Master of How to spot deepfakes

Ch 2 · Audio and speech deception
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renaissanceman

renaissanceman Spotting AI Deepfakes

Is the light strange? Do the eyes stray? That's a deepfake, clear as day!

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renaissanceman The empty background sound

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The lip-sync lag

renaissanceman The lip-sync lag

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Fun Fact

Vocal deepfake speed: In 2023, researchers cloned a voice in just three seconds, a process that used to require hours of studio recordings.

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Robotic rhythm and breathing

renaissanceman Robotic rhythm and breathing

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Glossary
voice cloning (noun)
The process of digitally replicating a specific individual's unique vocal characteristics using artificial intelligence. In January 2024, robocalls used this technique to mimic Joe Biden's voice during New Hampshire's primary.

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Quiz

Which sounds require the lips to close fully, often exposing poor AI lip-syncing?

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Gossip

Should actors let AI clone their voices after they retire?

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The safe word defense

renaissanceman The safe word defense

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renaissanceman The lip-sync lag

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Quiz

Which vocal characteristic refers to the unique quality or 'color' of a specific voice?

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renaissanceman Robotic rhythm and breathing

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Quiz

How do advanced AI voice clones sometimes mimic emotion?

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renaissanceman The voice cloning boom

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Quiz

What is 'room tone' in the context of identifying fake audio?

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Quiz

Why are security experts recommending families create a 'safe word'?

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Quiz

What natural human speech habit is frequently missing from basic AI-generated audio?

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Quiz

What is the main danger of AI voice cloning in financial scams?

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Quiz

Approximately how much audio is now needed for modern AI to clone a human voice?

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