How to Clone Any Voice With AI 🔊 - Tutorial - Tortoise-TTS - free text-to-speech-tts
How to Clone Any Voice With AI 🔊 - Tutorial - Tortoise-TTS - free text-to-speech-tts
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The speech of deepfakes are created by using a text-to-speech model to generate speech from text. Once a model is trained, it can be used to generate speech with any voice. Usually such models are separated into voice encoder, synthesizer and vocoder. A voice encoder learns to create a latent, fixed-dimensional embedding (vector) that captures various features of a particular human voice. The synthesizer learns to create a mel-spectrogram from a text transcript for a specific voice. The vocoder generates an audio waveform from the mel-spectrogram.
In this video, I introduce you to the theoretical background of text-to-speech synthesis and show you how you can create speech yourself with any voice you have access to.
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