What is voice cloning?

Definition

A system uses reference audio to capture characteristics such as tone, rhythm and pronunciation, then generates new speech with a similar vocal identity. Quality can depend on recording conditions, sample coverage and the text being spoken.

A convincing voice resemblance does not show that the speaker said or approved the generated words. Consent, provenance and clear attribution are important because synthetic speech can misrepresent a person.

ELI5

Voice cloning lets a computer generate new speech that sounds like a particular person. It uses examples of their voice, but the new words are produced by the system rather than recorded from that person.

For example, a creator could authorize a translated version of their own lesson using a synthetic version of their voice. The result should still be checked for pronunciation and meaning, and listeners should understand how it was made.

Is a voice clone a recording of the speaker?

No. It is newly generated speech that imitates vocal characteristics.

Does more sample audio always guarantee a better result?

No. Clean, representative recordings and the model's capabilities matter as well as sample length.

  1. Bijan Bowen beside the headline Dub Videos in Your Own Voice
  2. Jack Roberts and Nick Saraev beside flat text about AI voice and open models.
Definition card for voice cloning: What is voice cloning?

Voice cloning creates synthetic speech intended to resemble a particular speaker's voice using recordings of that speaker.