Mockrithm Docs

Vocal Fillers & Articulation Audits

This page documents how Mockrithm detects and grades vocal filler words during your mock interviews.


1. What are Vocal Fillers?

Vocal fillers are placeholder words or sounds used to fill pauses in speech (e.g. um, ah, like, basically, actually). While natural in casual conversation, excessive use of filler words in interviews can make answers feel unprepared or less confident.


2. Tracked Filler Words

The articulation engine monitors your speech for these common filler words:

Filler WordTypical CauseArticulation ImpactSuggested Alternative
"Um" / "Ah"Formulating the next sentenceHighPause silently for a second instead of making a sound.
"Like"Transitioning between ideasMediumUse structured transition phrases (e.g., "Furthermore", "Specifically").
"Basically"Simplifying explanationsLowState the main point directly without prefacing it.
"Actually"Correcting statementsLowState the corrected details directly and clearly.

3. Scoring Impact Calculation

The articulation engine tracks your total filler word count and updates your score based on these thresholds:

graph TD
    FillerCount[Total filler count per minute] --> CheckCount{Filler Rate}
    
    CheckCount -->|0 - 2 fillers/min| Optimal[Score Impact: 0 deduction - Excellent]
    CheckCount -->|3 - 5 fillers/min| Warning[Score Impact: -5 points deduction]
    CheckCount -->|Above 5 fillers/min| HighDeduct[Score Impact: -15 points deduction]

4. Tips to Reduce Filler Words

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