Edge 452: The AI Magic Behind Google's NotebookLM Audio Features
Was this email forwarded to you? Sign up here Edge 452: The AI Magic Behind Google's NotebookLM Audio FeaturesHow does NotebookLM generate such cool podcasts?
Google’s NotebookLM has rapidly become one of the most popular AI tools since the release of ChatGPT. Podcast generation is by far the most popular feature of NotebookLM. These days I constantly find social media threads that use audio clips generated by NotebookLM to the point that I am starting to become familiar with the voices in the podcast. The audio generation in NotebookLM touches on aspects such as humor, regular questions, interruptions etc which are incredibly hard to master. How did Google achieved this? Well, NotebookLM’s audio generation capabilities were the result of combining several techniques developed by Google DeepMind over the last few years. Specifically NotebookLM audio magic was powered by innovations in two key models: SoundStorm and AudioLM, which underpin Google DeepMind’s approach to audio generation. Audio generation represents a burgeoning area of research within the domain of Artificial Intelligence (AI). This field centers on the creation of artificial systems capable of generating realistic and coherent sounds, including speech and music. Google DeepMind has made notable strides in this domain, pioneering novel techniques that are significantly impacting audio generation... Subscribe to TheSequence to unlock the rest.Become a paying subscriber of TheSequence to get access to this post and other subscriber-only content. A subscription gets you:
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The Sequence Chat: Why are Foundation Models so Hard to Explain and What are we Doing About it?
Wednesday, November 27, 2024
Addressing some of the interpretability challenges of foundation models and the emerging fields of mechanistic interpretability and behavioral probing. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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Enhancing the distillation process using more than one teacher. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Transformers are Eating Quantum
Sunday, November 24, 2024
DeepMind's AlphaQubit addresses one of the main challenges in quantum computing. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Edge 450: Can LLM Sabotage Human Evaluations
Thursday, November 21, 2024
New research from Anthropic provides some interesting ideas in this area. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
The Sequence Chat: The End of Data. Or Maybe Not
Wednesday, November 20, 2024
One of the most passionate arguments in generative AI. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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