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Modern voice conversion relies on a clever architectural split: an Encoder and a Decoder . The Encoder takes your raw audio and compresses it into a "latent space"—a mathematical representation of the sound's content, stripped of the speaker's identity. The Decoder then takes this content and reconstructs the audio wave using the "fingerprint" of a target speaker. xdecoder 103 download link