How to Clone Your Own Voice Using Python: A Step-by-Step Guide
Eran Feit
Have you ever wanted to create your own personalized AI voice that sounds just like you? Look no further than this tutorial on voice cloning with Python and TorToiSe. In this video, we'll walk you through the process of cloning your own voice using Python and TorToiSe, step-by-step.
We'll start by recording a short audio file of your voice, which will be used to re-train an exiting deep learning model. Then, we'll preprocess the audio data inorder extract relevant features from the audio. With the preprocessed data, we'll train a deep learning model using TorToiSe, such as a VAE or GAN, which will generate a new audio file that sounds like you, based on any given text.
Not only that, but we'll also show you how to clone your voice based on longer audio files, such as a story, by breaking them into smaller chunks and processing them separately.
Amazing !!!
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Important The instructions files was updated in 30 April 2023.
Please use the new file !!
You can find the instructions and the sample files in this link :
https://github.com/feitgemel/Python-Code-Cool-Stuff/tree/master/text-to-speech-TorToiSe
More relevant content in this playlist : https://www.youtube.com/playlist?list=PLdkryDe59y4bxVvpexwR6PMTHH6_vFXjA
Chapters :
00:00 Intro
00:30 Installation - Python libraries
04:23 Learn how to clone voices
07:59 Learn how to clone a story (a long record voice)
09:35 Learn how to clone my own voice
A perfect course for learning modern Computer Vision with deep dive in TensorFlow , Keras and Pytorch . You can find it here : http://bit.ly/3HeDy1V
I also recommend this book for deep dive in deep learning : https://amzn.to/3TTZym7
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