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Generative Video WorldSim, Diffusion, Vision, Reinforcement Learning and Robotics — ICML 2024 Part 1

Latent Space: The AI Engineer Podcast

CHAPTER

Advancements in Generative Models and Speech Synthesis

This chapter explores the validation of generative models, linking validation loss to performance metrics in text-to-image and speech synthesis. It highlights advancements in ZeroShot Text-to-Speech systems and the application of factorized diffusion models for generating nuanced speech attributes. The discussion also reflects on the impact of pivotal research, particularly the Decaf paper, in shaping deep learning practices and democratizing access to complex algorithms.

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