Nov. 22, 2022, 4:56 p.m. | Martin Thissen

Martin Thissen www.youtube.com

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 …

tts tutorial voice

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