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Clarity Quantifier

This is a simple tool, that uses verbaitim transcripts (from TranscribeMe!), to compute the following metrics:

Language Features Definition Measured Skill
Words per turn Mean number of words per turn Sentence complexity, Verbosity
Words per second Total words produced by the subject over total duration of subject's turn Speed of speech production
Disfluencies per turn Mean number of disfluencies per sentence, including verbal and non-verbal edits, word repeats and restarts Ability to formulate sentences, fluency in conversation
Non-verbal edits per turn Mean number of non-verbal fillers (e.g., "uh", "ah", "hmm") per turn Speech fluency
Verbal edits per turn Mean number of verbal fillers (e.g., "like", "I mean", "you know") per turn Speech fluency
Word repeats per turn Mean number of word repeats and stutters (e.g., "I, I, I'm going out") per turn Speech fluency
Restarts per turn Mean number of restarts (e.g., "did you call--phone him?") per turn Speech fluency

How the tool works

This tool relies on TranscribeMe! transcripts to compute the metrics. The transcripts are expected to be in the following format:

[Speaker 1]: <transcript>
[Speaker 2]: <transcript>
...

Additionally, verbatim transcripts are expected to follow a very specific style guide. This tool specifically uses the TranscribeMe! Full Verbatim Style Guide 3.2

Some of the key features of the style guide are:

  • Only approved verbaim spellings for
    • Speech Fillers
    • Affirmatives and Negatives etc.,
  • Word repeats / False starts will follow the convention incomple-- incomplete word
  • Stuttering will be represented as I-I-I am stuttering
  • Repetitions will be represented as I, I, I am repeating

Stutering vs Repetitions

Stuttering is when a speaker repeats the same sound multiple times, e.g., "I-I-I am going out". Repetitions are when a speaker repeats the same word multiple times, e.g., "I, I, I am going out".

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