fillerWords · Non-negative integer

Filler-word count

The number of detected filler-pattern matches in the transcript used for the readout.

How to use this signal

Locate repeated clusters and the thought transitions beneath them; replace only the most distracting pattern with a pause or explicit connector.

Four comparison checks

  1. Compare complete takes of similar length.
  2. Review the transcript for recognition errors.
  3. Separate occasional conversational fillers from repeated clusters.
  4. Check whether listener understanding improves after the redo.

Local fallback contract

The local baseline counts: um, uh, like, you know, basically, actually, literally, sort of and kind of, including stretched um/uh forms.

Frequently asked questions

What does filler-word count mean in TalkMaestro?

The number of detected filler-pattern matches in the transcript used for the readout.

Does filler-word count prove real-world performance?

No. A count does not diagnose fluency, anxiety, a speech condition or communication quality. Speech recognition can omit or mis-transcribe words.