What is Transcription?

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

Transcription looks simple and is in practice where speech data projects go wrong most often. The same recording transcribed by pronunciation and by standard spelling produces two entirely different texts.

That is why any serious project writes a transcription guideline first, fixing how punctuation, particles, loanwords and spoken numbers are handled.

Related terms

  • ASR

    Automatic Speech Recognition — the task of turning recorded speech into text.

  • WER

    Word Error Rate — the standard accuracy metric for speech recognition. Lower is better.

  • Annotation

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

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