What is Annotation?

Attaching machine-readable labels to raw data — a transcript, an intent, a speaker identity.

Annotation quality comes down to two things: how detailed the guideline is, and whether anyone cross-checks the work.

The industry measure is inter-annotator agreement — have different people annotate the same batch and see how far apart they land. The wider the gap, the vaguer the guideline.

Related terms

  • Transcription

    Writing down what is said in a recording. It is the core annotation task in any speech dataset.

  • Speaker Identification

    Identifying who is speaking from the voice itself. Also called voice biometrics.

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