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Clarity Quantifier

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

Language FeaturesDefinitionMeasured Skill
Words per turnMean number of words per turnSentence complexity, Verbosity
Words per secondTotal words produced by the subject over total duration of subject's turnSpeed of speech production
Disfluencies per turnMean number of disfluencies per sentence, including verbal and non-verbal edits, word repeats and restartsAbility to formulate sentences, fluency in conversation
Non-verbal edits per turnMean number of non-verbal fillers (e.g., "uh", "ah", "hmm") per turnSpeech fluency
Verbal edits per turnMean number of verbal fillers (e.g., "like", "I mean", "you know") per turnSpeech fluency
Word repeats per turnMean number of word repeats and stutters (e.g., "I, I, I'm going out") per turnSpeech fluency
Restarts per turnMean number of restarts (e.g., "did you call--phone him?") per turnSpeech 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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