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ReferenceAudio -> SpeakerEmbedding
Learn a fixed speaker-embedding token from reference audio clips while freezing the weights of the primary speech synthesis model.
Problem it solves
Zero-shot voice cloning may be inconsistent across runs, whereas a pre-calculated speaker token provides stable speaker identity.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.