Pivotal tuning is a specialized training technique that involves simultaneously training embeddings and networks, such as the UNet and text encoder, within the same framework. While this method is not widely used among casual LoRA trainers, it has been acknowledged in several publications [1,2,3] and has been successfully implemented in cloneofsimo’s LoRA repository. The benefits …
A Comprehensive Guide to Text-to-Speech Technology
Hey there! Today, I’ll cover text-to-speech technology. This powerful tool, which falls under the umbrella of Artificial Intelligence, lets us transform text into lifelike speech. In this tutorial, I’ll walk you through the ins and outs of text-to-speech and how it’s reshaping industries. ## Understanding Text-to-Speech Text-to-speech is a cornerstone of Artificial Intelligence that harnesses …
Making a Distinction Between Artificial Intelligence and Deep Learning
I’m going to define a few buzzwords used in the field of artificial intelligence in this essay. How deep learning and machine learning fit within the field of artificial intelligence. So in one sentence, here’s all you need to know: Artificial intelligence is a subset of machine learning, and deep learning is one of its …