Deep Learning Watermarker for IP Protection and Defect Detection

This chapter explores the concept of a deep learning watermarker that can inject an inaudible watermark into audio files for IP protection. It discusses the importance of protecting intellectual property in the era of generative AI and provides a real-world example of using the watermarker to protect against deep fakes.

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AI has undeniably allowed for more creative freedom and new forms of expression to flourish. At Resemble AI, they are taking the least served modality, which is audio, and applying deep learning technology to it to create custom AI voices.

In this episode, Ron Levy sits down with its founder and CEO, Zohaib Ahmed, to give us a broader view of Resemble AI—known as the enterprise-ready generative voice AI toolkit. Zohaib talks about the origin of the company along with the growth of AI, what generative AI means, and the transformation of text-to-speech to speech-to-speech. On protecting users, he dives deep into deep fake, regulation, and security. He also discusses machine learning, raising money, and audio watermarking. With tools such as Resemble AI, we are seeing the creative industry take their art to a different level.

Tune in and discover more about how AI is changing the game.

Key Takeaways:

Resemble AI focuses on creating custom AI voices using proprietary deep learning models for realistic speech synthesis.
Explore the potential of conversational AI to transform how we access information, potentially replacing conventional search interfaces with natural language interactions.
Introduces the use of PerTh (Perceptual Threshold) technology to safeguard intellectual property. By embedding inaudible watermarks in audio data, this breakthrough technology enables robust IP protection, aligning with the global trend towards enhanced data security.

Quotes:

"I find myself to be a creator of sorts and it's very rewarding for me. It just so happens that I'm creating content within AI at the moment. That's why I got into programming in the first place."
"The art of describing what a video should look like and that process being automated with AI sounds extremely fascinating. We are getting so close to that sci-fi world now where the modality in which we are consuming information is about to change. It's not going to be traditional. ""
"The more you create, it's like you are an artist. The more you write, it sounds like a different voice."

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