A transparent explanation of the signals behind each practice suggestion.
SpeechOptimizer reviews observable delivery signals in a short recording and turns them into a small number of practice prompts. The analysis is designed to make the next take more useful, not to assign a permanent score to your voice.
Overall words per minute and sections where the delivery speeds up. Pace is a context signal, not a universal ideal.
Repeated fillers such as “um” and “like” that can make a message feel less direct.
Timestamped pauses that may interrupt a thought or make a transition harder to follow.
Patterns in the transcript that help identify where a sentence could be shorter or easier to follow.
“Fluency refers to continuity, smoothness, rate, and effort in speech production.”
That is why the product treats pace, pauses and disfluencies as observable practice signals rather than personality judgments.
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